├── .gitignore ├── LICENSE ├── README.md ├── bound_verification.py ├── config ├── active_datasets.json ├── active_datasets2.json ├── active_datasets3.json ├── datasets │ ├── adult.json │ ├── boston.json │ ├── cifar10.json │ ├── cifar10_conv.json │ ├── cod_rna.json │ ├── concrete.json │ ├── covertype.json │ ├── drive.json │ ├── eeg.json │ ├── energy.json │ ├── fashion_mnist.json │ ├── gisette.json │ ├── kin8nm.json │ ├── letter.json │ ├── magic.json │ ├── miniboo.json │ ├── mnist.json │ ├── mocap.json │ ├── movielens100k.json │ ├── naval.json │ ├── powerplant.json │ ├── protein.json │ └── yacht.json ├── datasets_regression.json └── rf_parameters │ ├── gaussian.json │ ├── gaussian2.json │ ├── poly10_a2.json │ ├── poly10_a2_debug.json │ ├── poly10_a4.json │ ├── poly10_ctr.json │ ├── poly20.json │ ├── poly20_ctr.json │ ├── poly3_a2.json │ ├── poly3_a4.json │ ├── poly3_ctr.json │ ├── poly5_a2.json │ ├── poly6_ctr.json │ ├── poly7_a2.json │ ├── poly7_a4.json │ ├── poly7_ctr.json │ └── polynomial.json ├── csv ├── bound_plot │ ├── over_D_samples_1000_seeds_10000_d64_2.csv │ ├── over_D_samples_1000_seeds_1000_d2.csv │ ├── over_D_samples_1000_seeds_1000_d4.csv │ ├── over_D_samples_1000_seeds_1000_d64.csv │ ├── over_D_samples_1000_seeds_1000_d64_2.csv │ ├── over_D_samples_1000_seeds_30000_d2.csv │ ├── over_D_samples_1000_seeds_30000_d2_3.csv │ ├── over_D_samples_1000_seeds_30000_d4.csv │ ├── over_D_samples_1000_seeds_30000_d4_3.csv │ ├── over_D_samples_1000_seeds_30000_d64.csv │ ├── over_p_samples_1000_seeds_10000_d64.csv │ ├── over_p_samples_1000_seeds_1000_d64.csv │ ├── over_sparsity_samples_1000_seeds_100.csv │ ├── over_sparsity_samples_1000_seeds_1000.csv │ ├── over_sparsity_samples_1000_seeds_10000.csv │ ├── samples_1000_seeds_1000.csv │ └── samples_1000_seeds_10000.csv ├── error_over_p │ ├── 0_D512_reps1000.csv │ ├── 45_D512_reps1000.csv │ ├── D128_reps100.csv │ ├── D128_reps1000.csv │ ├── D5000_reps100.csv │ ├── D64_reps100.csv │ ├── abs_randn_D512_reps1000.csv │ ├── abs_randn_d16_D1024_reps1000.csv │ ├── abs_randn_d2_D1024_reps1000.csv │ ├── abs_randn_d32_D1024_reps1000.csv │ ├── abs_randn_d32_D128_reps1000.csv │ ├── abs_randn_d32_D16_reps1000.csv │ ├── abs_randn_d32_D256_reps1000.csv │ ├── abs_randn_d32_D2_reps1000.csv │ ├── abs_randn_d32_D32_reps1000.csv │ ├── abs_randn_d32_D4_reps1000.csv │ ├── abs_randn_d32_D512_reps1000.csv │ ├── abs_randn_d32_D64_reps1000.csv │ ├── abs_randn_d32_D8_reps1000.csv │ ├── abs_randn_d4_D1024_reps1000.csv │ ├── abs_randn_d8_D1024_reps1000.csv │ ├── ctr_abs_randn_d128_D1024_reps1000.csv │ ├── ctr_abs_randn_d16_D1024_reps1000.csv │ ├── ctr_abs_randn_d256_D1024_reps1000.csv │ ├── ctr_abs_randn_d2_D1024_reps1000.csv │ ├── ctr_abs_randn_d32_D1024_reps1000.csv │ ├── ctr_abs_randn_d4_D1024_reps1000.csv │ ├── ctr_abs_randn_d512_D1024_reps1000.csv │ ├── ctr_abs_randn_d64_D1024_reps1000.csv │ ├── ctr_abs_randn_d8_D1024_reps1000.csv │ ├── ones_D512_reps1000.csv │ ├── ones_d16_D1024_reps1000.csv │ ├── ones_d2_D1024_reps1000.csv │ ├── ones_d32_D1024_reps1000.csv │ ├── ones_d32_D128_reps1000.csv │ ├── ones_d32_D16_reps1000.csv │ ├── ones_d32_D2_reps1000.csv │ ├── ones_d32_D32_reps1000.csv │ ├── ones_d32_D512_reps1000.csv │ ├── ones_d32_D64_reps1000.csv │ ├── ones_d4_D1024_reps1000.csv │ ├── ones_d8_D1024_reps1000.csv │ └── randn_D512_reps1000.csv ├── gaussian_approx │ ├── Adult_d128_n48842.csv │ ├── Boston_d16_n506.csv │ ├── Cod_rna_d8_n331152.csv │ ├── Concrete_d8_n1030.csv │ ├── Covertype_d64_n581012.csv │ ├── Drive_d64_n58509.csv │ ├── EEG_d16_n14980.csv │ ├── Energy_d8_n768.csv │ ├── FashionMNIST_d1024_n70000.csv │ ├── Letter_d16_n20000.csv │ ├── MNIST_d1024_n70000.csv │ ├── Magic_d16_n19020.csv │ ├── Miniboo_d64_n130064.csv │ ├── Mocap_d64_n78095.csv │ ├── Naval_d16_n11934.csv │ ├── Powerplant_d4_n9568.csv │ ├── Protein_d16_n45730.csv │ ├── Yacht_d8_n308.csv │ └── kin8nm_d8_n8192.csv ├── gaussian_approx_noise_var │ ├── Boston.csv │ ├── Concrete.csv │ └── Yacht.csv ├── kid │ ├── kid_rep100_mmdestunbiased_p3.csv │ └── kid_rep100_mmdestunbiased_p6.csv ├── p_opt_comparison │ ├── Boston_d16_n506_centering_False.csv │ ├── Boston_d16_n506_centering_True.csv │ ├── Concrete_d8_n1030_centering_False.csv │ ├── Concrete_d8_n1030_centering_True.csv │ ├── Energy_d8_n768_centering_True.csv │ ├── FashionMNIST_d1024_n70000_centering_True_samples_1000.csv │ ├── FashionMNIST_d1024_n70000_centering_True_samples_2000.csv │ ├── FashionMNIST_d1024_n70000_centering_True_samples_3000.csv │ ├── FashionMNIST_d1024_n70000_centering_True_samples_500.csv │ ├── FashionMNIST_d1024_n70000_centering_True_samples_5000.csv │ ├── Miniboo_d64_n130064_centering_True_samples_1000.csv │ ├── Miniboo_d64_n130064_centering_True_samples_2000.csv │ ├── Miniboo_d64_n130064_centering_True_samples_500.csv │ ├── Mocap_d64_n78095_centering_True_samples_500.csv │ ├── Naval_d16_n11934_centering_True.csv │ ├── Naval_d16_n11934_centering_True_samples_500.csv │ ├── Powerplant_d4_n9568_centering_True.csv │ ├── Protein_d16_n45730_centering_True.csv │ ├── Yacht_d8_n308_centering_True.csv │ └── kin8nm_d8_n8192_centering_True.csv ├── poly10_approx │ ├── EEG_d16_n14980.csv │ ├── FashionMNIST_d1024_n70000.csv │ ├── MNIST_d1024_n70000.csv │ ├── Magic_d16_n19020.csv │ └── Mocap_d64_n78095.csv ├── poly10_approx_0mean │ └── FashionMNIST_d1024_n70000.csv ├── poly10_approx_0mean_a2 │ └── FashionMNIST_d1024_n70000.csv ├── poly10_approx_0mean_a2_debug │ ├── Boston_d16_n506.csv │ ├── Concrete_d8_n1030.csv │ └── FashionMNIST_d1024_n70000.csv ├── poly10_approx_a2 │ ├── Boston_d16_n506_centering_True.csv │ ├── Cod_rna_d8_n331152_centering_True.csv │ ├── Codrna_d8_n331152_centering_True.csv │ ├── Concrete_d8_n1030_centering_True.csv │ ├── Covertype_d64_n581012_centering_True.csv │ ├── Drive_d64_n58509_centering_True.csv │ ├── Energy_d8_n768_centering_True.csv │ ├── FashionMNIST_d1024_n70000_centering_False.csv │ ├── FashionMNIST_d1024_n70000_centering_True.csv │ ├── MNIST_d1024_n70000_centering_True.csv │ ├── Magic_d16_n19020_centering_True.csv │ ├── Miniboo_d64_n130064_centering_True.csv │ ├── Mocap_d64_n78095_centering_True.csv │ ├── Naval_d16_n11934_centering_True.csv │ ├── Powerplant_d4_n9568_centering_True.csv │ ├── Protein_d16_n45730_centering_True.csv │ ├── Yacht_d8_n308_centering_True.csv │ └── kin8nm_d8_n8192_centering_True.csv ├── poly10_approx_a2_noise_var │ ├── Boston.csv │ ├── Cod_rna.csv │ ├── Concrete.csv │ ├── Energy.csv │ ├── Naval.csv │ ├── Powerplant.csv │ ├── Protein.csv │ ├── Yacht.csv │ └── kin8nm.csv ├── poly10_approx_a4 │ └── FashionMNIST_d1024_n70000_centering_True.csv ├── poly10_approx_ctr │ └── MNIST_d1024_n70000.csv ├── poly20_approx │ ├── Adult_d128_n48842.csv │ ├── Boston_d16_n506.csv │ ├── Cod_rna_d8_n331152.csv │ ├── Codrna_d8_n331152.csv │ ├── Concrete_d8_n1030.csv │ ├── Covertype_d64_n581012.csv │ ├── Drive_d64_n58509.csv │ ├── EEG_d16_n14980.csv │ ├── Energy_d8_n768.csv │ ├── FashionMNIST_d1024_n70000.csv │ ├── Letter_d16_n20000.csv │ ├── MNIST_d1024_n70000.csv │ ├── Magic_d16_n19020.csv │ ├── Miniboo_d64_n130064.csv │ ├── Mocap_d64_n78095.csv │ ├── Naval_d16_n11934.csv │ ├── Powerplant_d4_n9568.csv │ ├── Protein_d16_n45730.csv │ ├── Yacht_d8_n308.csv │ └── kin8nm_d8_n8192.csv ├── poly20_approx_0mean │ └── FashionMNIST_d1024_n70000.csv ├── poly20_approx_ctr │ └── MNIST_d1024_n70000.csv ├── poly20_approx_noise_var │ ├── Boston.csv │ ├── Concrete.csv │ ├── Energy.csv │ └── kin8nm.csv ├── poly3_approx │ └── FashionMNIST_d1024_n70000.csv ├── poly3_approx_0mean │ └── FashionMNIST_d1024_n70000.csv ├── poly3_approx_0mean_2 │ └── FashionMNIST_d1024_n70000.csv ├── poly3_approx_0mean_2_noise_var │ └── FashionMNIST.csv ├── poly3_approx_0mean_a2 │ ├── Boston_d16_n506.csv │ └── FashionMNIST_d1024_n70000.csv ├── poly3_approx_0mean_a2_noise_var │ └── Boston.csv ├── poly3_approx_0mean_noise_var │ └── FashionMNIST.csv ├── poly3_approx_a2 │ ├── Boston_d16_n506_centering_False.csv │ ├── Boston_d16_n506_centering_True.csv │ ├── Codrna_d8_n331152_centering_False.csv │ ├── Codrna_d8_n331152_centering_True.csv │ ├── Concrete_d8_n1030_centering_False.csv │ ├── Concrete_d8_n1030_centering_True.csv │ ├── Covertype_d64_n581012_centering_False.csv │ ├── Covertype_d64_n581012_centering_True.csv │ ├── Drive_d64_n58509_centering_False.csv │ ├── Drive_d64_n58509_centering_True.csv │ ├── Energy_d8_n768_centering_False.csv │ ├── Energy_d8_n768_centering_True.csv │ ├── FashionMNIST_d1024_n70000_centering_False.csv │ ├── FashionMNIST_d1024_n70000_centering_True.csv │ ├── MNIST_d1024_n70000_centering_False.csv │ ├── MNIST_d1024_n70000_centering_True.csv │ ├── Magic_d16_n19020_centering_False.csv │ ├── Magic_d16_n19020_centering_True.csv │ ├── Miniboo_d64_n130064_centering_False.csv │ ├── Miniboo_d64_n130064_centering_True.csv │ ├── Mocap_d64_n78095_centering_False.csv │ ├── Mocap_d64_n78095_centering_True.csv │ ├── Naval_d16_n11934_centering_False.csv │ ├── Naval_d16_n11934_centering_True.csv │ ├── Powerplant_d4_n9568_centering_False.csv │ ├── Powerplant_d4_n9568_centering_True.csv │ ├── Protein_d16_n45730_centering_False.csv │ ├── Protein_d16_n45730_centering_True.csv │ ├── Yacht_d8_n308_centering_True.csv │ ├── kin8nm_d8_n8192_centering_False.csv │ └── kin8nm_d8_n8192_centering_True.csv ├── poly3_approx_a2_debug_noise_var │ ├── Concrete.csv │ ├── Energy.csv │ └── kin8nm.csv ├── poly3_approx_a2_noise_var │ ├── Boston.csv │ ├── Concrete.csv │ ├── Energy.csv │ ├── Naval.csv │ ├── Powerplant.csv │ ├── Protein.csv │ ├── Yacht.csv │ └── kin8nm.csv ├── poly3_approx_a4 │ ├── FashionMNIST_d1024_n70000_centering_False.csv │ └── FashionMNIST_d1024_n70000_centering_True.csv ├── poly3_approx_ctr │ ├── FashionMNIST_d1024_n70000.csv │ ├── Letter_d16_n20000.csv │ ├── MNIST_d1024_n70000.csv │ └── MNIST_d1024_n70000_old.csv ├── poly3_approx_ctr_a2 │ └── MNIST_d1024_n70000.csv ├── poly3_approx_ctr_craft │ ├── MNIST_d1024_n70000.csv │ └── cifar10_conv_d512_n60000.csv ├── poly3_approx_ctr_craft_hier │ ├── Letter_d16_n20000.csv │ ├── MNIST_d1024_n70000.csv │ ├── Mocap_d64_n78095.csv │ └── cifar10_conv_d512_n60000.csv ├── poly3_approx_ctr_craft_hier_0mean │ ├── Letter_d16_n20000.csv │ ├── MNIST_d1024_n70000.csv │ ├── Mocap_d64_n78095.csv │ └── cifar10_conv_d512_n60000.csv ├── poly3_approx_ctr_craft_hier_2 │ ├── MNIST_d1024_n70000.csv │ └── cifar10_conv_d512_n60000.csv ├── poly3_approx_ctr_hier │ └── MNIST_d1024_n70000.csv ├── poly3_approx_ctr_noise_var │ └── Letter.csv ├── poly3_approx_noise_var │ └── FashionMNIST.csv ├── poly5_approx_a2 │ ├── Boston_d16_n506_centering_False.csv │ ├── Boston_d16_n506_centering_True.csv │ ├── Cod_rna_d8_n331152_centering_True.csv │ ├── Concrete_d8_n1030_centering_False.csv │ ├── Concrete_d8_n1030_centering_True.csv │ ├── Covertype_d64_n581012_centering_True.csv │ ├── Drive_d64_n58509_centering_True.csv │ ├── Energy_d8_n768_centering_False.csv │ ├── Energy_d8_n768_centering_True.csv │ ├── FashionMNIST_d1024_n70000_centering_True.csv │ ├── MNIST_d1024_n70000_centering_False.csv │ ├── MNIST_d1024_n70000_centering_True.csv │ ├── Magic_d16_n19020_centering_True.csv │ ├── Miniboo_d64_n130064_centering_True.csv │ ├── Mocap_d64_n78095_centering_True.csv │ ├── Naval_d16_n11934_centering_False.csv │ ├── Naval_d16_n11934_centering_True.csv │ ├── Powerplant_d4_n9568_centering_False.csv │ ├── Powerplant_d4_n9568_centering_True.csv │ ├── Protein_d16_n45730_centering_False.csv │ ├── Protein_d16_n45730_centering_True.csv │ ├── Yacht_d8_n308_centering_False.csv │ ├── Yacht_d8_n308_centering_True.csv │ ├── kin8nm_d8_n8192_centering_False.csv │ └── kin8nm_d8_n8192_centering_True.csv ├── poly6_approx_ctr │ ├── FashionMNIST_d1024_n70000.csv │ └── MNIST_d1024_n70000.csv ├── poly7_approx │ ├── EEG_d16_n14980.csv │ ├── FashionMNIST_d1024_n70000.csv │ ├── Magic_d16_n19020.csv │ └── Mocap_d64_n78095.csv ├── poly7_approx_0mean │ └── FashionMNIST_d1024_n70000.csv ├── poly7_approx_0mean_a2 │ └── FashionMNIST_d1024_n70000.csv ├── poly7_approx_a2 │ ├── Adult_d128_n48842_centering_False.csv │ ├── Adult_d128_n48842_centering_True.csv │ ├── Boston_d16_n506_centering_False.csv │ ├── Boston_d16_n506_centering_True.csv │ ├── Cod_rna_d8_n331152_centering_True.csv │ ├── Codrna_d8_n331152_centering_False.csv │ ├── Codrna_d8_n331152_centering_True.csv │ ├── Concrete_d8_n1030_centering_False.csv │ ├── Concrete_d8_n1030_centering_True.csv │ ├── Covertype_d64_n581012_centering_False.csv │ ├── Covertype_d64_n581012_centering_True.csv │ ├── Drive_d64_n58509_centering_False.csv │ ├── Drive_d64_n58509_centering_True.csv │ ├── EEG_d16_n14980_centering_False.csv │ ├── EEG_d16_n14980_centering_True.csv │ ├── Energy_d8_n768_centering_False.csv │ ├── Energy_d8_n768_centering_True.csv │ ├── FashionMNIST_d1024_n70000_centering_False.csv │ ├── FashionMNIST_d1024_n70000_centering_True.csv │ ├── MNIST_d1024_n70000_centering_False.csv │ ├── MNIST_d1024_n70000_centering_True.csv │ ├── Magic_d16_n19020_centering_False.csv │ ├── Magic_d16_n19020_centering_True.csv │ ├── Miniboo_d64_n130064_centering_False.csv │ ├── Miniboo_d64_n130064_centering_True.csv │ ├── Mocap_d64_n78095_centering_False.csv │ ├── Mocap_d64_n78095_centering_True.csv │ ├── Naval_d16_n11934_centering_False.csv │ ├── Naval_d16_n11934_centering_True.csv │ ├── Powerplant_d4_n9568_centering_False.csv │ ├── Powerplant_d4_n9568_centering_True.csv │ ├── Protein_d16_n45730_centering_False.csv │ ├── Protein_d16_n45730_centering_True.csv │ ├── Yacht_d8_n308_centering_False.csv │ ├── Yacht_d8_n308_centering_True.csv │ ├── kin8nm_d8_n8192_centering_False.csv │ └── kin8nm_d8_n8192_centering_True.csv ├── poly7_approx_a2_noise_var │ ├── Adult.csv │ ├── Boston.csv │ ├── Concrete.csv │ ├── EEG.csv │ ├── Energy.csv │ ├── Naval.csv │ ├── Powerplant.csv │ ├── Protein.csv │ ├── Yacht.csv │ └── kin8nm.csv ├── poly7_approx_a4 │ └── FashionMNIST_d1024_n70000_centering_True.csv ├── poly7_approx_ctr │ └── MNIST_d1024_n70000.csv ├── poly7_approx_ctr_a2 │ └── MNIST_d1024_n70000.csv ├── poly7_approx_ctr_craft │ ├── MNIST_d1024_n70000.csv │ └── cifar10_conv_d512_n60000.csv ├── poly7_approx_ctr_craft_hier │ ├── Letter_d16_n20000.csv │ ├── MNIST_d1024_n70000.csv │ ├── Mocap_d64_n78095.csv │ └── cifar10_conv_d512_n60000.csv ├── poly7_approx_ctr_craft_hier_0mean │ ├── Letter_d16_n20000.csv │ ├── MNIST_d1024_n70000.csv │ ├── Mocap_d64_n78095.csv │ └── cifar10_conv_d512_n60000.csv ├── poly7_approx_ctr_craft_hier_2 │ ├── MNIST_d1024_n70000.csv │ └── cifar10_conv_d512_n60000.csv ├── sarcos │ └── sarcos.csv ├── time_benchmark │ ├── rep100_p3_bias0.5_len_1.41_mnist.csv │ ├── rep100_p3_bias1_adult.csv │ ├── rep100_p3_bias1_cifarinc.csv │ ├── rep100_p3_bias1_drive.csv │ ├── rep100_p3_bias1_mnist.csv │ ├── rep100_p3_bias1_mnist2.csv │ ├── rep100_p3_bias1_mnist3.csv │ ├── rep100_p3_bias1_mnist_fast.csv │ ├── rep100_p3_bias1_mnist_fast_2.csv │ ├── rep100_p3_bias1_mnist_noconv.csv │ ├── rep100_p3_bias1_mocap.csv │ ├── rep100_p6_bias1_mnist.csv │ ├── rep100_p6_bias1_mnist2.csv │ └── rep100_p6_bias1_mnist3.csv ├── uci │ ├── kin8nm.csv │ ├── kin8nm_old.csv │ └── yacht.csv └── uk_house_prices │ ├── cluster_selection_fullcov.csv │ ├── cluster_selection_indcov.csv │ ├── cluster_selection_old.csv │ └── ntrain10000_nll5000.csv ├── figures ├── binned_tensorsketch_real_rademacher.pdf ├── clusters_vs_kl.pdf ├── comp_rad_real_rad_norm.pdf ├── comp_rad_real_rad_norm_zero.pdf ├── comp_tensor_srht_real_tensor_srht.pdf ├── comp_tensor_srht_real_tensor_srht_0mean.pdf ├── comp_tensor_srht_real_tensor_srht_minmax.pdf ├── comp_tensor_srht_real_tensor_srht_minmax_test.pdf ├── comp_tensor_srht_real_tensor_srht_norm.pdf ├── comp_tensor_srht_real_tensor_srht_norm_zero.pdf ├── comp_tensor_srht_tensor_sketch.pdf ├── comp_tensor_srht_tensor_sketch_minmax.pdf ├── comp_tensor_srht_tensor_sketch_norm.pdf ├── craft_heatmap.pdf ├── defense_rad_vs_gaus.pdf ├── defense_rad_vs_gaus_vs_srht.pdf ├── defense_rad_vs_gaus_vs_srht_ctr.pdf ├── defense_rad_vs_gaus_vs_srht_ctr_ts.pdf ├── defense_rad_vs_gaus_vs_srht_ctr_ts_cm.pdf ├── dp_opt_comparison_fmnist.pdf ├── dp_opt_comparison_fmnist_rademacher.pdf ├── dp_opt_comparison_fmnist_srht.pdf ├── dp_opt_comparison_miniboo.pdf ├── error_over_p_comp.pdf ├── error_over_p_ctr.pdf ├── fine_grained.pdf ├── fine_grained_craft.pdf ├── frob_comparison_fmnist_revision.pdf ├── frob_vs_speed_mnist.pdf ├── frob_vs_speed_mnist_p3.pdf ├── frob_vs_speed_mnist_p6.pdf ├── house_prices.pdf ├── kid_p3.pdf ├── kid_p6.pdf ├── kl_div_time.pdf ├── kl_div_time_ctr.pdf ├── kl_rmse_plots.pdf ├── letter_mocap_0mean_big_big.pdf ├── letter_mocap_big_big.pdf ├── map_gt.pdf ├── max_err_vs_sparsity.pdf ├── ml_bias.pdf ├── mnist_ablation.pdf ├── mnist_big.pdf ├── mnist_cifar10_0mean_big_big.pdf ├── mnist_cifar10_big.pdf ├── mnist_cifar10_big_big.pdf ├── moment_bound.pdf ├── moment_bound_extended.pdf ├── poly7_classification_eeg_to_mnist.pdf ├── poly7_regression_boston_to_kin8nm.pdf ├── poly7_regression_naval_to_yacht.pdf ├── poly_classification_cordrna_magic.pdf ├── poly_classification_mocap_fashionmnist.pdf ├── real_tensor_srht_tensor_sketch.pdf ├── real_tensor_srht_tensor_sketch_minmax.pdf ├── real_tensor_srht_tensor_sketch_minmax_test.pdf ├── real_tensor_srht_tensor_sketch_norm.pdf ├── rebuttal.pdf ├── rmse_vs_D.pdf ├── sinc_1d_example.pdf ├── sinc_1d_example_test_means.pdf ├── sparsity_bound.pdf ├── tensor_srht_ecdfs.pdf ├── tensor_srht_ecdfs2.pdf ├── tensor_srht_ecdfs_2d.pdf ├── uk_house_pricing_clusters_vs_features.pdf ├── vi_gp_convergence.pdf ├── vi_gp_convergence_loss.pdf ├── vi_gp_convergence_train.pdf └── yacht_clusters_vs_features.pdf ├── likelihoods ├── __init__.py ├── base_likelihood.py ├── gaussian_likelihood.py └── softmax_likelihood.py ├── local_approximations ├── local_prediction_utils.py ├── sinc_example.py ├── syn_2d_examples.py ├── uci_benchmark.py └── uk_house_price_map.py ├── models ├── bilinear_cnn.py ├── het_gp.py └── vi_gp.py ├── notebooks ├── bar-plot-visualization.ipynb ├── bound-plots.ipynb ├── complex-speed-vs-errors.ipynb ├── ecdf-plots.ipynb ├── error-over-p.ipynb ├── jmlr-revision.ipynb ├── kid-plots.ipynb ├── local-rf-approximations.ipynb ├── p-opt-bar-plots.ipynb ├── plot-2d-regression.ipynb ├── read-tf-logs.ipynb ├── speed_vs_kernel_approx.ipynb ├── test-hadamard-conv.ipynb └── test-real-rfs.ipynb ├── p_opt_comparison.py ├── plot_variance_vs_degree.py ├── random_features ├── gaussian_approximator.py ├── maclaurin.py ├── polynomial_sketch.py ├── projections.py ├── rff.py └── spherical.py ├── run_fine_grained.py ├── run_kid.py ├── run_real_comp_vs_p.py ├── run_rf_gp_experiments.py ├── run_rf_gps.sh ├── run_speed_vs_kernel_approx.py ├── run_vi_gp.py ├── saved_models ├── poly_a2.0_p10_d1024.torch ├── poly_a2.0_p10_d128.torch ├── poly_a2.0_p10_d16.torch ├── poly_a2.0_p10_d256.torch ├── poly_a2.0_p10_d32.torch ├── poly_a2.0_p10_d4.torch ├── poly_a2.0_p10_d512.torch ├── poly_a2.0_p10_d64.torch ├── poly_a2.0_p10_d8.torch ├── poly_a2.0_p20_d1024.torch ├── poly_a2.0_p2_d16.torch ├── poly_a2.0_p2_d4.torch ├── poly_a2.0_p2_d64.torch ├── poly_a2.0_p2_d8.torch ├── poly_a2.0_p3_d1024.torch ├── poly_a2.0_p3_d16.torch ├── poly_a2.0_p3_d2048.torch ├── poly_a2.0_p3_d4.torch ├── poly_a2.0_p3_d512.torch ├── poly_a2.0_p3_d64.torch ├── poly_a2.0_p3_d8.torch ├── poly_a2.0_p5_d1024.torch ├── poly_a2.0_p5_d128.torch ├── poly_a2.0_p5_d16.torch ├── poly_a2.0_p5_d2.torch ├── poly_a2.0_p5_d256.torch ├── poly_a2.0_p5_d32.torch ├── poly_a2.0_p5_d4.torch ├── poly_a2.0_p5_d512.torch ├── poly_a2.0_p5_d64.torch ├── poly_a2.0_p5_d8.torch ├── poly_a2.0_p6_d1024.torch ├── poly_a2.0_p7_d1024.torch ├── poly_a2.0_p7_d128.torch ├── poly_a2.0_p7_d16.torch ├── poly_a2.0_p7_d2048.torch ├── poly_a2.0_p7_d32.torch ├── poly_a2.0_p7_d4.torch ├── poly_a2.0_p7_d512.torch ├── poly_a2.0_p7_d64.torch ├── poly_a2.0_p7_d8.torch ├── poly_a4.0_p10_d1024.torch ├── poly_a4.0_p10_d128.torch ├── poly_a4.0_p10_d16.torch ├── poly_a4.0_p10_d256.torch ├── poly_a4.0_p10_d32.torch ├── poly_a4.0_p10_d4.torch ├── poly_a4.0_p10_d512.torch ├── poly_a4.0_p10_d64.torch ├── poly_a4.0_p10_d8.torch ├── poly_a4.0_p20_d1024.torch ├── poly_a4.0_p20_d128.torch ├── poly_a4.0_p20_d16.torch ├── poly_a4.0_p20_d2.torch ├── poly_a4.0_p20_d256.torch ├── poly_a4.0_p20_d32.torch ├── poly_a4.0_p20_d4.torch ├── poly_a4.0_p20_d512.torch ├── poly_a4.0_p20_d64.torch ├── poly_a4.0_p20_d8.torch ├── poly_a4.0_p3_d1024.torch ├── poly_a4.0_p7_d1024.torch ├── poly_a4.0_p7_d128.torch ├── poly_a4.0_p7_d16.torch ├── poly_a4.0_p7_d256.torch ├── poly_a4.0_p7_d32.torch ├── poly_a4.0_p7_d4.torch ├── poly_a4.0_p7_d512.torch ├── poly_a4.0_p7_d64.torch └── poly_a4.0_p7_d8.torch ├── sparsity_experiment.py ├── util ├── LBFGS.py ├── data.py ├── fwht │ ├── __init__.py │ ├── fwht.py │ ├── fwht_host.cc │ ├── fwht_kernel.cu │ └── fwht_kernel_old.cu ├── fwht_old │ ├── __init__.py │ ├── fwht.py │ ├── fwht_host.cc │ └── fwht_kernel.cu ├── hadamard_cuda │ ├── __init__.py │ ├── fwht.py │ ├── hadamard_cuda.cpp │ ├── hadamard_cuda_kernel.cu │ ├── hadamard_cuda_old.cpp │ └── setup.py ├── helper_classes.py ├── helper_functions.py ├── hypergeometric_function.py ├── kernels.py ├── measures.py └── transforms.py └── verify_variances.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/README.md -------------------------------------------------------------------------------- /bound_verification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/bound_verification.py -------------------------------------------------------------------------------- /config/active_datasets.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/active_datasets.json -------------------------------------------------------------------------------- /config/active_datasets2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/active_datasets2.json -------------------------------------------------------------------------------- /config/active_datasets3.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/active_datasets3.json -------------------------------------------------------------------------------- /config/datasets/adult.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/adult.json -------------------------------------------------------------------------------- /config/datasets/boston.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/boston.json -------------------------------------------------------------------------------- /config/datasets/cifar10.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/cifar10.json -------------------------------------------------------------------------------- /config/datasets/cifar10_conv.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/cifar10_conv.json -------------------------------------------------------------------------------- /config/datasets/cod_rna.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/cod_rna.json -------------------------------------------------------------------------------- /config/datasets/concrete.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/concrete.json -------------------------------------------------------------------------------- /config/datasets/covertype.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/covertype.json -------------------------------------------------------------------------------- /config/datasets/drive.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/drive.json -------------------------------------------------------------------------------- /config/datasets/eeg.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/eeg.json -------------------------------------------------------------------------------- /config/datasets/energy.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/energy.json -------------------------------------------------------------------------------- /config/datasets/fashion_mnist.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/fashion_mnist.json -------------------------------------------------------------------------------- /config/datasets/gisette.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/gisette.json -------------------------------------------------------------------------------- /config/datasets/kin8nm.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/kin8nm.json -------------------------------------------------------------------------------- /config/datasets/letter.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/letter.json -------------------------------------------------------------------------------- /config/datasets/magic.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/magic.json -------------------------------------------------------------------------------- /config/datasets/miniboo.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/miniboo.json -------------------------------------------------------------------------------- /config/datasets/mnist.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/mnist.json -------------------------------------------------------------------------------- /config/datasets/mocap.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/mocap.json -------------------------------------------------------------------------------- /config/datasets/movielens100k.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/movielens100k.json -------------------------------------------------------------------------------- /config/datasets/naval.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/naval.json -------------------------------------------------------------------------------- /config/datasets/powerplant.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/powerplant.json -------------------------------------------------------------------------------- /config/datasets/protein.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/protein.json -------------------------------------------------------------------------------- /config/datasets/yacht.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets/yacht.json -------------------------------------------------------------------------------- /config/datasets_regression.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/datasets_regression.json -------------------------------------------------------------------------------- /config/rf_parameters/gaussian.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/gaussian.json -------------------------------------------------------------------------------- /config/rf_parameters/gaussian2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/gaussian2.json -------------------------------------------------------------------------------- /config/rf_parameters/poly10_a2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly10_a2.json -------------------------------------------------------------------------------- /config/rf_parameters/poly10_a2_debug.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly10_a2_debug.json -------------------------------------------------------------------------------- /config/rf_parameters/poly10_a4.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly10_a4.json -------------------------------------------------------------------------------- /config/rf_parameters/poly10_ctr.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly10_ctr.json -------------------------------------------------------------------------------- /config/rf_parameters/poly20.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly20.json -------------------------------------------------------------------------------- /config/rf_parameters/poly20_ctr.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly20_ctr.json -------------------------------------------------------------------------------- /config/rf_parameters/poly3_a2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly3_a2.json -------------------------------------------------------------------------------- /config/rf_parameters/poly3_a4.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly3_a4.json -------------------------------------------------------------------------------- /config/rf_parameters/poly3_ctr.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly3_ctr.json -------------------------------------------------------------------------------- /config/rf_parameters/poly5_a2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly5_a2.json -------------------------------------------------------------------------------- /config/rf_parameters/poly6_ctr.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly6_ctr.json -------------------------------------------------------------------------------- /config/rf_parameters/poly7_a2.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly7_a2.json -------------------------------------------------------------------------------- /config/rf_parameters/poly7_a4.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly7_a4.json -------------------------------------------------------------------------------- /config/rf_parameters/poly7_ctr.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/poly7_ctr.json -------------------------------------------------------------------------------- /config/rf_parameters/polynomial.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/config/rf_parameters/polynomial.json -------------------------------------------------------------------------------- /csv/bound_plot/over_D_samples_1000_seeds_10000_d64_2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_D_samples_1000_seeds_10000_d64_2.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_D_samples_1000_seeds_1000_d2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_D_samples_1000_seeds_1000_d2.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_D_samples_1000_seeds_1000_d4.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_D_samples_1000_seeds_1000_d4.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_D_samples_1000_seeds_1000_d64.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_D_samples_1000_seeds_1000_d64.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_D_samples_1000_seeds_1000_d64_2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_D_samples_1000_seeds_1000_d64_2.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_D_samples_1000_seeds_30000_d2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_D_samples_1000_seeds_30000_d2.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_D_samples_1000_seeds_30000_d2_3.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_D_samples_1000_seeds_30000_d2_3.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_D_samples_1000_seeds_30000_d4.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_D_samples_1000_seeds_30000_d4.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_D_samples_1000_seeds_30000_d4_3.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_D_samples_1000_seeds_30000_d4_3.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_D_samples_1000_seeds_30000_d64.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_D_samples_1000_seeds_30000_d64.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_p_samples_1000_seeds_10000_d64.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_p_samples_1000_seeds_10000_d64.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_p_samples_1000_seeds_1000_d64.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_p_samples_1000_seeds_1000_d64.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_sparsity_samples_1000_seeds_100.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_sparsity_samples_1000_seeds_100.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_sparsity_samples_1000_seeds_1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_sparsity_samples_1000_seeds_1000.csv -------------------------------------------------------------------------------- /csv/bound_plot/over_sparsity_samples_1000_seeds_10000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/over_sparsity_samples_1000_seeds_10000.csv -------------------------------------------------------------------------------- /csv/bound_plot/samples_1000_seeds_1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/samples_1000_seeds_1000.csv -------------------------------------------------------------------------------- /csv/bound_plot/samples_1000_seeds_10000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/bound_plot/samples_1000_seeds_10000.csv -------------------------------------------------------------------------------- /csv/error_over_p/0_D512_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/0_D512_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/45_D512_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/45_D512_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/D128_reps100.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/D128_reps100.csv -------------------------------------------------------------------------------- /csv/error_over_p/D128_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/D128_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/D5000_reps100.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/D5000_reps100.csv -------------------------------------------------------------------------------- /csv/error_over_p/D64_reps100.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/D64_reps100.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_D512_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_D512_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d16_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d16_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d2_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d2_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d32_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d32_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d32_D128_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d32_D128_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d32_D16_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d32_D16_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d32_D256_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d32_D256_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d32_D2_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d32_D2_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d32_D32_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d32_D32_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d32_D4_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d32_D4_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d32_D512_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d32_D512_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d32_D64_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d32_D64_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d32_D8_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d32_D8_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d4_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d4_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/abs_randn_d8_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/abs_randn_d8_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ctr_abs_randn_d128_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ctr_abs_randn_d128_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ctr_abs_randn_d16_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ctr_abs_randn_d16_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ctr_abs_randn_d256_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ctr_abs_randn_d256_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ctr_abs_randn_d2_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ctr_abs_randn_d2_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ctr_abs_randn_d32_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ctr_abs_randn_d32_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ctr_abs_randn_d4_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ctr_abs_randn_d4_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ctr_abs_randn_d512_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ctr_abs_randn_d512_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ctr_abs_randn_d64_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ctr_abs_randn_d64_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ctr_abs_randn_d8_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ctr_abs_randn_d8_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_D512_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_D512_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d16_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d16_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d2_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d2_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d32_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d32_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d32_D128_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d32_D128_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d32_D16_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d32_D16_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d32_D2_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d32_D2_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d32_D32_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d32_D32_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d32_D512_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d32_D512_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d32_D64_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d32_D64_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d4_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d4_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/ones_d8_D1024_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/ones_d8_D1024_reps1000.csv -------------------------------------------------------------------------------- /csv/error_over_p/randn_D512_reps1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/error_over_p/randn_D512_reps1000.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Adult_d128_n48842.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Adult_d128_n48842.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Boston_d16_n506.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Boston_d16_n506.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Cod_rna_d8_n331152.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Cod_rna_d8_n331152.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Concrete_d8_n1030.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Concrete_d8_n1030.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Covertype_d64_n581012.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Covertype_d64_n581012.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Drive_d64_n58509.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Drive_d64_n58509.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/EEG_d16_n14980.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/EEG_d16_n14980.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Energy_d8_n768.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Energy_d8_n768.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Letter_d16_n20000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Letter_d16_n20000.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Magic_d16_n19020.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Magic_d16_n19020.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Miniboo_d64_n130064.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Miniboo_d64_n130064.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Mocap_d64_n78095.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Mocap_d64_n78095.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Naval_d16_n11934.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Naval_d16_n11934.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Powerplant_d4_n9568.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Powerplant_d4_n9568.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Protein_d16_n45730.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Protein_d16_n45730.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/Yacht_d8_n308.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/Yacht_d8_n308.csv -------------------------------------------------------------------------------- /csv/gaussian_approx/kin8nm_d8_n8192.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx/kin8nm_d8_n8192.csv -------------------------------------------------------------------------------- /csv/gaussian_approx_noise_var/Boston.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx_noise_var/Boston.csv -------------------------------------------------------------------------------- /csv/gaussian_approx_noise_var/Concrete.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx_noise_var/Concrete.csv -------------------------------------------------------------------------------- /csv/gaussian_approx_noise_var/Yacht.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/gaussian_approx_noise_var/Yacht.csv -------------------------------------------------------------------------------- /csv/kid/kid_rep100_mmdestunbiased_p3.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/kid/kid_rep100_mmdestunbiased_p3.csv -------------------------------------------------------------------------------- /csv/kid/kid_rep100_mmdestunbiased_p6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/kid/kid_rep100_mmdestunbiased_p6.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Boston_d16_n506_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Boston_d16_n506_centering_False.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Boston_d16_n506_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Boston_d16_n506_centering_True.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Concrete_d8_n1030_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Concrete_d8_n1030_centering_False.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Concrete_d8_n1030_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Concrete_d8_n1030_centering_True.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Energy_d8_n768_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Energy_d8_n768_centering_True.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/FashionMNIST_d1024_n70000_centering_True_samples_1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/FashionMNIST_d1024_n70000_centering_True_samples_1000.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/FashionMNIST_d1024_n70000_centering_True_samples_2000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/FashionMNIST_d1024_n70000_centering_True_samples_2000.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/FashionMNIST_d1024_n70000_centering_True_samples_3000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/FashionMNIST_d1024_n70000_centering_True_samples_3000.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/FashionMNIST_d1024_n70000_centering_True_samples_500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/FashionMNIST_d1024_n70000_centering_True_samples_500.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/FashionMNIST_d1024_n70000_centering_True_samples_5000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/FashionMNIST_d1024_n70000_centering_True_samples_5000.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Miniboo_d64_n130064_centering_True_samples_1000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Miniboo_d64_n130064_centering_True_samples_1000.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Miniboo_d64_n130064_centering_True_samples_2000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Miniboo_d64_n130064_centering_True_samples_2000.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Miniboo_d64_n130064_centering_True_samples_500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Miniboo_d64_n130064_centering_True_samples_500.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Mocap_d64_n78095_centering_True_samples_500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Mocap_d64_n78095_centering_True_samples_500.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Naval_d16_n11934_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Naval_d16_n11934_centering_True.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Naval_d16_n11934_centering_True_samples_500.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Naval_d16_n11934_centering_True_samples_500.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Powerplant_d4_n9568_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Powerplant_d4_n9568_centering_True.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Protein_d16_n45730_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Protein_d16_n45730_centering_True.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/Yacht_d8_n308_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/Yacht_d8_n308_centering_True.csv -------------------------------------------------------------------------------- /csv/p_opt_comparison/kin8nm_d8_n8192_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/p_opt_comparison/kin8nm_d8_n8192_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx/EEG_d16_n14980.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx/EEG_d16_n14980.csv -------------------------------------------------------------------------------- /csv/poly10_approx/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly10_approx/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly10_approx/Magic_d16_n19020.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx/Magic_d16_n19020.csv -------------------------------------------------------------------------------- /csv/poly10_approx/Mocap_d64_n78095.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx/Mocap_d64_n78095.csv -------------------------------------------------------------------------------- /csv/poly10_approx_0mean/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_0mean/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly10_approx_0mean_a2/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_0mean_a2/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly10_approx_0mean_a2_debug/Boston_d16_n506.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_0mean_a2_debug/Boston_d16_n506.csv -------------------------------------------------------------------------------- /csv/poly10_approx_0mean_a2_debug/Concrete_d8_n1030.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_0mean_a2_debug/Concrete_d8_n1030.csv -------------------------------------------------------------------------------- /csv/poly10_approx_0mean_a2_debug/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_0mean_a2_debug/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Boston_d16_n506_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Boston_d16_n506_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Cod_rna_d8_n331152_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Cod_rna_d8_n331152_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Codrna_d8_n331152_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Codrna_d8_n331152_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Concrete_d8_n1030_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Concrete_d8_n1030_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Covertype_d64_n581012_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Covertype_d64_n581012_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Drive_d64_n58509_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Drive_d64_n58509_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Energy_d8_n768_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Energy_d8_n768_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/FashionMNIST_d1024_n70000_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/FashionMNIST_d1024_n70000_centering_False.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/FashionMNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/FashionMNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/MNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/MNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Magic_d16_n19020_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Magic_d16_n19020_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Miniboo_d64_n130064_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Miniboo_d64_n130064_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Mocap_d64_n78095_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Mocap_d64_n78095_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Naval_d16_n11934_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Naval_d16_n11934_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Powerplant_d4_n9568_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Powerplant_d4_n9568_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Protein_d16_n45730_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Protein_d16_n45730_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/Yacht_d8_n308_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/Yacht_d8_n308_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2/kin8nm_d8_n8192_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2/kin8nm_d8_n8192_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2_noise_var/Boston.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2_noise_var/Boston.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2_noise_var/Cod_rna.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2_noise_var/Cod_rna.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2_noise_var/Concrete.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2_noise_var/Concrete.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2_noise_var/Energy.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2_noise_var/Energy.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2_noise_var/Naval.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2_noise_var/Naval.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2_noise_var/Powerplant.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2_noise_var/Powerplant.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2_noise_var/Protein.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2_noise_var/Protein.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2_noise_var/Yacht.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2_noise_var/Yacht.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a2_noise_var/kin8nm.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a2_noise_var/kin8nm.csv -------------------------------------------------------------------------------- /csv/poly10_approx_a4/FashionMNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_a4/FashionMNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly10_approx_ctr/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly10_approx_ctr/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Adult_d128_n48842.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Adult_d128_n48842.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Boston_d16_n506.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Boston_d16_n506.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Cod_rna_d8_n331152.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Cod_rna_d8_n331152.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Codrna_d8_n331152.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Codrna_d8_n331152.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Concrete_d8_n1030.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Concrete_d8_n1030.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Covertype_d64_n581012.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Covertype_d64_n581012.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Drive_d64_n58509.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Drive_d64_n58509.csv -------------------------------------------------------------------------------- /csv/poly20_approx/EEG_d16_n14980.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/EEG_d16_n14980.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Energy_d8_n768.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Energy_d8_n768.csv -------------------------------------------------------------------------------- /csv/poly20_approx/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Letter_d16_n20000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Letter_d16_n20000.csv -------------------------------------------------------------------------------- /csv/poly20_approx/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Magic_d16_n19020.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Magic_d16_n19020.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Miniboo_d64_n130064.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Miniboo_d64_n130064.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Mocap_d64_n78095.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Mocap_d64_n78095.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Naval_d16_n11934.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Naval_d16_n11934.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Powerplant_d4_n9568.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Powerplant_d4_n9568.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Protein_d16_n45730.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Protein_d16_n45730.csv -------------------------------------------------------------------------------- /csv/poly20_approx/Yacht_d8_n308.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/Yacht_d8_n308.csv -------------------------------------------------------------------------------- /csv/poly20_approx/kin8nm_d8_n8192.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx/kin8nm_d8_n8192.csv -------------------------------------------------------------------------------- /csv/poly20_approx_0mean/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx_0mean/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly20_approx_ctr/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx_ctr/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly20_approx_noise_var/Boston.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx_noise_var/Boston.csv -------------------------------------------------------------------------------- /csv/poly20_approx_noise_var/Concrete.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx_noise_var/Concrete.csv -------------------------------------------------------------------------------- /csv/poly20_approx_noise_var/Energy.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx_noise_var/Energy.csv -------------------------------------------------------------------------------- /csv/poly20_approx_noise_var/kin8nm.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly20_approx_noise_var/kin8nm.csv -------------------------------------------------------------------------------- /csv/poly3_approx/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_0mean/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_0mean/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_0mean_2/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_0mean_2/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_0mean_2_noise_var/FashionMNIST.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_0mean_2_noise_var/FashionMNIST.csv -------------------------------------------------------------------------------- /csv/poly3_approx_0mean_a2/Boston_d16_n506.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_0mean_a2/Boston_d16_n506.csv -------------------------------------------------------------------------------- /csv/poly3_approx_0mean_a2/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_0mean_a2/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_0mean_a2_noise_var/Boston.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_0mean_a2_noise_var/Boston.csv -------------------------------------------------------------------------------- /csv/poly3_approx_0mean_noise_var/FashionMNIST.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_0mean_noise_var/FashionMNIST.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Boston_d16_n506_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Boston_d16_n506_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Boston_d16_n506_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Boston_d16_n506_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Codrna_d8_n331152_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Codrna_d8_n331152_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Codrna_d8_n331152_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Codrna_d8_n331152_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Concrete_d8_n1030_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Concrete_d8_n1030_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Concrete_d8_n1030_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Concrete_d8_n1030_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Covertype_d64_n581012_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Covertype_d64_n581012_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Covertype_d64_n581012_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Covertype_d64_n581012_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Drive_d64_n58509_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Drive_d64_n58509_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Drive_d64_n58509_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Drive_d64_n58509_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Energy_d8_n768_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Energy_d8_n768_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Energy_d8_n768_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Energy_d8_n768_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/FashionMNIST_d1024_n70000_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/FashionMNIST_d1024_n70000_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/FashionMNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/FashionMNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/MNIST_d1024_n70000_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/MNIST_d1024_n70000_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/MNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/MNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Magic_d16_n19020_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Magic_d16_n19020_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Magic_d16_n19020_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Magic_d16_n19020_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Miniboo_d64_n130064_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Miniboo_d64_n130064_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Miniboo_d64_n130064_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Miniboo_d64_n130064_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Mocap_d64_n78095_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Mocap_d64_n78095_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Mocap_d64_n78095_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Mocap_d64_n78095_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Naval_d16_n11934_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Naval_d16_n11934_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Naval_d16_n11934_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Naval_d16_n11934_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Powerplant_d4_n9568_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Powerplant_d4_n9568_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Powerplant_d4_n9568_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Powerplant_d4_n9568_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Protein_d16_n45730_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Protein_d16_n45730_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Protein_d16_n45730_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Protein_d16_n45730_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/Yacht_d8_n308_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/Yacht_d8_n308_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/kin8nm_d8_n8192_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/kin8nm_d8_n8192_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2/kin8nm_d8_n8192_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2/kin8nm_d8_n8192_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_debug_noise_var/Concrete.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_debug_noise_var/Concrete.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_debug_noise_var/Energy.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_debug_noise_var/Energy.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_debug_noise_var/kin8nm.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_debug_noise_var/kin8nm.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_noise_var/Boston.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_noise_var/Boston.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_noise_var/Concrete.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_noise_var/Concrete.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_noise_var/Energy.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_noise_var/Energy.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_noise_var/Naval.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_noise_var/Naval.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_noise_var/Powerplant.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_noise_var/Powerplant.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_noise_var/Protein.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_noise_var/Protein.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_noise_var/Yacht.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_noise_var/Yacht.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a2_noise_var/kin8nm.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a2_noise_var/kin8nm.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a4/FashionMNIST_d1024_n70000_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a4/FashionMNIST_d1024_n70000_centering_False.csv -------------------------------------------------------------------------------- /csv/poly3_approx_a4/FashionMNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_a4/FashionMNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr/Letter_d16_n20000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr/Letter_d16_n20000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr/MNIST_d1024_n70000_old.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr/MNIST_d1024_n70000_old.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_a2/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_a2/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft/cifar10_conv_d512_n60000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft/cifar10_conv_d512_n60000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft_hier/Letter_d16_n20000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft_hier/Letter_d16_n20000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft_hier/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft_hier/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft_hier/Mocap_d64_n78095.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft_hier/Mocap_d64_n78095.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft_hier/cifar10_conv_d512_n60000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft_hier/cifar10_conv_d512_n60000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft_hier_0mean/Letter_d16_n20000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft_hier_0mean/Letter_d16_n20000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft_hier_0mean/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft_hier_0mean/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft_hier_0mean/Mocap_d64_n78095.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft_hier_0mean/Mocap_d64_n78095.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft_hier_0mean/cifar10_conv_d512_n60000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft_hier_0mean/cifar10_conv_d512_n60000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft_hier_2/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft_hier_2/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_craft_hier_2/cifar10_conv_d512_n60000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_craft_hier_2/cifar10_conv_d512_n60000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_hier/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_hier/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly3_approx_ctr_noise_var/Letter.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_ctr_noise_var/Letter.csv -------------------------------------------------------------------------------- /csv/poly3_approx_noise_var/FashionMNIST.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly3_approx_noise_var/FashionMNIST.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Boston_d16_n506_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Boston_d16_n506_centering_False.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Boston_d16_n506_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Boston_d16_n506_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Cod_rna_d8_n331152_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Cod_rna_d8_n331152_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Concrete_d8_n1030_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Concrete_d8_n1030_centering_False.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Concrete_d8_n1030_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Concrete_d8_n1030_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Covertype_d64_n581012_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Covertype_d64_n581012_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Drive_d64_n58509_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Drive_d64_n58509_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Energy_d8_n768_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Energy_d8_n768_centering_False.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Energy_d8_n768_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Energy_d8_n768_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/FashionMNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/FashionMNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/MNIST_d1024_n70000_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/MNIST_d1024_n70000_centering_False.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/MNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/MNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Magic_d16_n19020_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Magic_d16_n19020_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Miniboo_d64_n130064_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Miniboo_d64_n130064_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Mocap_d64_n78095_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Mocap_d64_n78095_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Naval_d16_n11934_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Naval_d16_n11934_centering_False.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Naval_d16_n11934_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Naval_d16_n11934_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Powerplant_d4_n9568_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Powerplant_d4_n9568_centering_False.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Powerplant_d4_n9568_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Powerplant_d4_n9568_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Protein_d16_n45730_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Protein_d16_n45730_centering_False.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Protein_d16_n45730_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Protein_d16_n45730_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Yacht_d8_n308_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Yacht_d8_n308_centering_False.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/Yacht_d8_n308_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/Yacht_d8_n308_centering_True.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/kin8nm_d8_n8192_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/kin8nm_d8_n8192_centering_False.csv -------------------------------------------------------------------------------- /csv/poly5_approx_a2/kin8nm_d8_n8192_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly5_approx_a2/kin8nm_d8_n8192_centering_True.csv -------------------------------------------------------------------------------- /csv/poly6_approx_ctr/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly6_approx_ctr/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly6_approx_ctr/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly6_approx_ctr/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly7_approx/EEG_d16_n14980.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx/EEG_d16_n14980.csv -------------------------------------------------------------------------------- /csv/poly7_approx/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly7_approx/Magic_d16_n19020.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx/Magic_d16_n19020.csv -------------------------------------------------------------------------------- /csv/poly7_approx/Mocap_d64_n78095.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx/Mocap_d64_n78095.csv -------------------------------------------------------------------------------- /csv/poly7_approx_0mean/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_0mean/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_0mean_a2/FashionMNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_0mean_a2/FashionMNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Adult_d128_n48842_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Adult_d128_n48842_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Adult_d128_n48842_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Adult_d128_n48842_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Boston_d16_n506_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Boston_d16_n506_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Boston_d16_n506_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Boston_d16_n506_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Cod_rna_d8_n331152_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Cod_rna_d8_n331152_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Codrna_d8_n331152_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Codrna_d8_n331152_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Codrna_d8_n331152_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Codrna_d8_n331152_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Concrete_d8_n1030_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Concrete_d8_n1030_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Concrete_d8_n1030_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Concrete_d8_n1030_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Covertype_d64_n581012_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Covertype_d64_n581012_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Covertype_d64_n581012_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Covertype_d64_n581012_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Drive_d64_n58509_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Drive_d64_n58509_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Drive_d64_n58509_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Drive_d64_n58509_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/EEG_d16_n14980_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/EEG_d16_n14980_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/EEG_d16_n14980_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/EEG_d16_n14980_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Energy_d8_n768_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Energy_d8_n768_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Energy_d8_n768_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Energy_d8_n768_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/FashionMNIST_d1024_n70000_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/FashionMNIST_d1024_n70000_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/FashionMNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/FashionMNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/MNIST_d1024_n70000_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/MNIST_d1024_n70000_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/MNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/MNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Magic_d16_n19020_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Magic_d16_n19020_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Magic_d16_n19020_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Magic_d16_n19020_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Miniboo_d64_n130064_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Miniboo_d64_n130064_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Miniboo_d64_n130064_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Miniboo_d64_n130064_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Mocap_d64_n78095_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Mocap_d64_n78095_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Mocap_d64_n78095_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Mocap_d64_n78095_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Naval_d16_n11934_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Naval_d16_n11934_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Naval_d16_n11934_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Naval_d16_n11934_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Powerplant_d4_n9568_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Powerplant_d4_n9568_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Powerplant_d4_n9568_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Powerplant_d4_n9568_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Protein_d16_n45730_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Protein_d16_n45730_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Protein_d16_n45730_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Protein_d16_n45730_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Yacht_d8_n308_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Yacht_d8_n308_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/Yacht_d8_n308_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/Yacht_d8_n308_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/kin8nm_d8_n8192_centering_False.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/kin8nm_d8_n8192_centering_False.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2/kin8nm_d8_n8192_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2/kin8nm_d8_n8192_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2_noise_var/Adult.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2_noise_var/Adult.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2_noise_var/Boston.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2_noise_var/Boston.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2_noise_var/Concrete.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2_noise_var/Concrete.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2_noise_var/EEG.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2_noise_var/EEG.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2_noise_var/Energy.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2_noise_var/Energy.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2_noise_var/Naval.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2_noise_var/Naval.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2_noise_var/Powerplant.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2_noise_var/Powerplant.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2_noise_var/Protein.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2_noise_var/Protein.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2_noise_var/Yacht.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2_noise_var/Yacht.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a2_noise_var/kin8nm.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a2_noise_var/kin8nm.csv -------------------------------------------------------------------------------- /csv/poly7_approx_a4/FashionMNIST_d1024_n70000_centering_True.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_a4/FashionMNIST_d1024_n70000_centering_True.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_a2/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_a2/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft/cifar10_conv_d512_n60000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft/cifar10_conv_d512_n60000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft_hier/Letter_d16_n20000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft_hier/Letter_d16_n20000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft_hier/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft_hier/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft_hier/Mocap_d64_n78095.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft_hier/Mocap_d64_n78095.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft_hier/cifar10_conv_d512_n60000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft_hier/cifar10_conv_d512_n60000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft_hier_0mean/Letter_d16_n20000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft_hier_0mean/Letter_d16_n20000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft_hier_0mean/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft_hier_0mean/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft_hier_0mean/Mocap_d64_n78095.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft_hier_0mean/Mocap_d64_n78095.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft_hier_0mean/cifar10_conv_d512_n60000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft_hier_0mean/cifar10_conv_d512_n60000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft_hier_2/MNIST_d1024_n70000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft_hier_2/MNIST_d1024_n70000.csv -------------------------------------------------------------------------------- /csv/poly7_approx_ctr_craft_hier_2/cifar10_conv_d512_n60000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/poly7_approx_ctr_craft_hier_2/cifar10_conv_d512_n60000.csv -------------------------------------------------------------------------------- /csv/sarcos/sarcos.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/sarcos/sarcos.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias0.5_len_1.41_mnist.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias0.5_len_1.41_mnist.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias1_adult.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias1_adult.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias1_cifarinc.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias1_cifarinc.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias1_drive.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias1_drive.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias1_mnist.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias1_mnist.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias1_mnist2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias1_mnist2.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias1_mnist3.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias1_mnist3.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias1_mnist_fast.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias1_mnist_fast.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias1_mnist_fast_2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias1_mnist_fast_2.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias1_mnist_noconv.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias1_mnist_noconv.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p3_bias1_mocap.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p3_bias1_mocap.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p6_bias1_mnist.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p6_bias1_mnist.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p6_bias1_mnist2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p6_bias1_mnist2.csv -------------------------------------------------------------------------------- /csv/time_benchmark/rep100_p6_bias1_mnist3.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/time_benchmark/rep100_p6_bias1_mnist3.csv -------------------------------------------------------------------------------- /csv/uci/kin8nm.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/uci/kin8nm.csv -------------------------------------------------------------------------------- /csv/uci/kin8nm_old.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/uci/kin8nm_old.csv -------------------------------------------------------------------------------- /csv/uci/yacht.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/uci/yacht.csv -------------------------------------------------------------------------------- /csv/uk_house_prices/cluster_selection_fullcov.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/uk_house_prices/cluster_selection_fullcov.csv -------------------------------------------------------------------------------- /csv/uk_house_prices/cluster_selection_indcov.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/uk_house_prices/cluster_selection_indcov.csv -------------------------------------------------------------------------------- /csv/uk_house_prices/cluster_selection_old.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/uk_house_prices/cluster_selection_old.csv -------------------------------------------------------------------------------- /csv/uk_house_prices/ntrain10000_nll5000.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/csv/uk_house_prices/ntrain10000_nll5000.csv -------------------------------------------------------------------------------- /figures/binned_tensorsketch_real_rademacher.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/binned_tensorsketch_real_rademacher.pdf -------------------------------------------------------------------------------- /figures/clusters_vs_kl.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/clusters_vs_kl.pdf -------------------------------------------------------------------------------- /figures/comp_rad_real_rad_norm.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_rad_real_rad_norm.pdf -------------------------------------------------------------------------------- /figures/comp_rad_real_rad_norm_zero.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_rad_real_rad_norm_zero.pdf -------------------------------------------------------------------------------- /figures/comp_tensor_srht_real_tensor_srht.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_tensor_srht_real_tensor_srht.pdf -------------------------------------------------------------------------------- /figures/comp_tensor_srht_real_tensor_srht_0mean.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_tensor_srht_real_tensor_srht_0mean.pdf -------------------------------------------------------------------------------- /figures/comp_tensor_srht_real_tensor_srht_minmax.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_tensor_srht_real_tensor_srht_minmax.pdf -------------------------------------------------------------------------------- /figures/comp_tensor_srht_real_tensor_srht_minmax_test.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_tensor_srht_real_tensor_srht_minmax_test.pdf -------------------------------------------------------------------------------- /figures/comp_tensor_srht_real_tensor_srht_norm.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_tensor_srht_real_tensor_srht_norm.pdf -------------------------------------------------------------------------------- /figures/comp_tensor_srht_real_tensor_srht_norm_zero.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_tensor_srht_real_tensor_srht_norm_zero.pdf -------------------------------------------------------------------------------- /figures/comp_tensor_srht_tensor_sketch.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_tensor_srht_tensor_sketch.pdf -------------------------------------------------------------------------------- /figures/comp_tensor_srht_tensor_sketch_minmax.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_tensor_srht_tensor_sketch_minmax.pdf -------------------------------------------------------------------------------- /figures/comp_tensor_srht_tensor_sketch_norm.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/comp_tensor_srht_tensor_sketch_norm.pdf -------------------------------------------------------------------------------- /figures/craft_heatmap.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/craft_heatmap.pdf -------------------------------------------------------------------------------- /figures/defense_rad_vs_gaus.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/defense_rad_vs_gaus.pdf -------------------------------------------------------------------------------- /figures/defense_rad_vs_gaus_vs_srht.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/defense_rad_vs_gaus_vs_srht.pdf -------------------------------------------------------------------------------- /figures/defense_rad_vs_gaus_vs_srht_ctr.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/defense_rad_vs_gaus_vs_srht_ctr.pdf -------------------------------------------------------------------------------- /figures/defense_rad_vs_gaus_vs_srht_ctr_ts.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/defense_rad_vs_gaus_vs_srht_ctr_ts.pdf -------------------------------------------------------------------------------- /figures/defense_rad_vs_gaus_vs_srht_ctr_ts_cm.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/defense_rad_vs_gaus_vs_srht_ctr_ts_cm.pdf -------------------------------------------------------------------------------- /figures/dp_opt_comparison_fmnist.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/dp_opt_comparison_fmnist.pdf -------------------------------------------------------------------------------- /figures/dp_opt_comparison_fmnist_rademacher.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/dp_opt_comparison_fmnist_rademacher.pdf -------------------------------------------------------------------------------- /figures/dp_opt_comparison_fmnist_srht.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/dp_opt_comparison_fmnist_srht.pdf -------------------------------------------------------------------------------- /figures/dp_opt_comparison_miniboo.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/dp_opt_comparison_miniboo.pdf -------------------------------------------------------------------------------- /figures/error_over_p_comp.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/error_over_p_comp.pdf -------------------------------------------------------------------------------- /figures/error_over_p_ctr.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/error_over_p_ctr.pdf -------------------------------------------------------------------------------- /figures/fine_grained.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/fine_grained.pdf -------------------------------------------------------------------------------- /figures/fine_grained_craft.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/fine_grained_craft.pdf -------------------------------------------------------------------------------- /figures/frob_comparison_fmnist_revision.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/frob_comparison_fmnist_revision.pdf -------------------------------------------------------------------------------- /figures/frob_vs_speed_mnist.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/frob_vs_speed_mnist.pdf -------------------------------------------------------------------------------- /figures/frob_vs_speed_mnist_p3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/frob_vs_speed_mnist_p3.pdf -------------------------------------------------------------------------------- /figures/frob_vs_speed_mnist_p6.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/frob_vs_speed_mnist_p6.pdf -------------------------------------------------------------------------------- /figures/house_prices.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/house_prices.pdf -------------------------------------------------------------------------------- /figures/kid_p3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/kid_p3.pdf -------------------------------------------------------------------------------- /figures/kid_p6.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/kid_p6.pdf -------------------------------------------------------------------------------- /figures/kl_div_time.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/kl_div_time.pdf -------------------------------------------------------------------------------- /figures/kl_div_time_ctr.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/kl_div_time_ctr.pdf -------------------------------------------------------------------------------- /figures/kl_rmse_plots.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/kl_rmse_plots.pdf -------------------------------------------------------------------------------- /figures/letter_mocap_0mean_big_big.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/letter_mocap_0mean_big_big.pdf -------------------------------------------------------------------------------- /figures/letter_mocap_big_big.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/letter_mocap_big_big.pdf -------------------------------------------------------------------------------- /figures/map_gt.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/map_gt.pdf -------------------------------------------------------------------------------- /figures/max_err_vs_sparsity.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/max_err_vs_sparsity.pdf -------------------------------------------------------------------------------- /figures/ml_bias.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/ml_bias.pdf -------------------------------------------------------------------------------- /figures/mnist_ablation.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/mnist_ablation.pdf -------------------------------------------------------------------------------- /figures/mnist_big.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/mnist_big.pdf -------------------------------------------------------------------------------- /figures/mnist_cifar10_0mean_big_big.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/mnist_cifar10_0mean_big_big.pdf -------------------------------------------------------------------------------- /figures/mnist_cifar10_big.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/mnist_cifar10_big.pdf -------------------------------------------------------------------------------- /figures/mnist_cifar10_big_big.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/mnist_cifar10_big_big.pdf -------------------------------------------------------------------------------- /figures/moment_bound.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/moment_bound.pdf -------------------------------------------------------------------------------- /figures/moment_bound_extended.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/moment_bound_extended.pdf -------------------------------------------------------------------------------- /figures/poly7_classification_eeg_to_mnist.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/poly7_classification_eeg_to_mnist.pdf -------------------------------------------------------------------------------- /figures/poly7_regression_boston_to_kin8nm.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/poly7_regression_boston_to_kin8nm.pdf -------------------------------------------------------------------------------- /figures/poly7_regression_naval_to_yacht.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/poly7_regression_naval_to_yacht.pdf -------------------------------------------------------------------------------- /figures/poly_classification_cordrna_magic.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/poly_classification_cordrna_magic.pdf -------------------------------------------------------------------------------- /figures/poly_classification_mocap_fashionmnist.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/poly_classification_mocap_fashionmnist.pdf -------------------------------------------------------------------------------- /figures/real_tensor_srht_tensor_sketch.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/real_tensor_srht_tensor_sketch.pdf -------------------------------------------------------------------------------- /figures/real_tensor_srht_tensor_sketch_minmax.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/real_tensor_srht_tensor_sketch_minmax.pdf -------------------------------------------------------------------------------- /figures/real_tensor_srht_tensor_sketch_minmax_test.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/real_tensor_srht_tensor_sketch_minmax_test.pdf -------------------------------------------------------------------------------- /figures/real_tensor_srht_tensor_sketch_norm.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/real_tensor_srht_tensor_sketch_norm.pdf -------------------------------------------------------------------------------- /figures/rebuttal.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/rebuttal.pdf -------------------------------------------------------------------------------- /figures/rmse_vs_D.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/rmse_vs_D.pdf -------------------------------------------------------------------------------- /figures/sinc_1d_example.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/sinc_1d_example.pdf -------------------------------------------------------------------------------- /figures/sinc_1d_example_test_means.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/sinc_1d_example_test_means.pdf -------------------------------------------------------------------------------- /figures/sparsity_bound.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/sparsity_bound.pdf -------------------------------------------------------------------------------- /figures/tensor_srht_ecdfs.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/tensor_srht_ecdfs.pdf -------------------------------------------------------------------------------- /figures/tensor_srht_ecdfs2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/tensor_srht_ecdfs2.pdf -------------------------------------------------------------------------------- /figures/tensor_srht_ecdfs_2d.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/tensor_srht_ecdfs_2d.pdf -------------------------------------------------------------------------------- /figures/uk_house_pricing_clusters_vs_features.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/uk_house_pricing_clusters_vs_features.pdf -------------------------------------------------------------------------------- /figures/vi_gp_convergence.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/vi_gp_convergence.pdf -------------------------------------------------------------------------------- /figures/vi_gp_convergence_loss.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/vi_gp_convergence_loss.pdf -------------------------------------------------------------------------------- /figures/vi_gp_convergence_train.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/vi_gp_convergence_train.pdf -------------------------------------------------------------------------------- /figures/yacht_clusters_vs_features.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/figures/yacht_clusters_vs_features.pdf -------------------------------------------------------------------------------- /likelihoods/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/likelihoods/__init__.py -------------------------------------------------------------------------------- /likelihoods/base_likelihood.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/likelihoods/base_likelihood.py -------------------------------------------------------------------------------- /likelihoods/gaussian_likelihood.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/likelihoods/gaussian_likelihood.py -------------------------------------------------------------------------------- /likelihoods/softmax_likelihood.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/likelihoods/softmax_likelihood.py -------------------------------------------------------------------------------- /local_approximations/local_prediction_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/local_approximations/local_prediction_utils.py -------------------------------------------------------------------------------- /local_approximations/sinc_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/local_approximations/sinc_example.py -------------------------------------------------------------------------------- /local_approximations/syn_2d_examples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/local_approximations/syn_2d_examples.py -------------------------------------------------------------------------------- /local_approximations/uci_benchmark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/local_approximations/uci_benchmark.py -------------------------------------------------------------------------------- /local_approximations/uk_house_price_map.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/local_approximations/uk_house_price_map.py -------------------------------------------------------------------------------- /models/bilinear_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/models/bilinear_cnn.py -------------------------------------------------------------------------------- /models/het_gp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/models/het_gp.py -------------------------------------------------------------------------------- /models/vi_gp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/models/vi_gp.py -------------------------------------------------------------------------------- /notebooks/bar-plot-visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/bar-plot-visualization.ipynb -------------------------------------------------------------------------------- /notebooks/bound-plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/bound-plots.ipynb -------------------------------------------------------------------------------- /notebooks/complex-speed-vs-errors.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/complex-speed-vs-errors.ipynb -------------------------------------------------------------------------------- /notebooks/ecdf-plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/ecdf-plots.ipynb -------------------------------------------------------------------------------- /notebooks/error-over-p.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/error-over-p.ipynb -------------------------------------------------------------------------------- /notebooks/jmlr-revision.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/jmlr-revision.ipynb -------------------------------------------------------------------------------- /notebooks/kid-plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/kid-plots.ipynb -------------------------------------------------------------------------------- /notebooks/local-rf-approximations.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/local-rf-approximations.ipynb -------------------------------------------------------------------------------- /notebooks/p-opt-bar-plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/p-opt-bar-plots.ipynb -------------------------------------------------------------------------------- /notebooks/plot-2d-regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/plot-2d-regression.ipynb -------------------------------------------------------------------------------- /notebooks/read-tf-logs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/read-tf-logs.ipynb -------------------------------------------------------------------------------- /notebooks/speed_vs_kernel_approx.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/speed_vs_kernel_approx.ipynb -------------------------------------------------------------------------------- /notebooks/test-hadamard-conv.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/test-hadamard-conv.ipynb -------------------------------------------------------------------------------- /notebooks/test-real-rfs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/notebooks/test-real-rfs.ipynb -------------------------------------------------------------------------------- /p_opt_comparison.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/p_opt_comparison.py -------------------------------------------------------------------------------- /plot_variance_vs_degree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/plot_variance_vs_degree.py -------------------------------------------------------------------------------- /random_features/gaussian_approximator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/random_features/gaussian_approximator.py -------------------------------------------------------------------------------- /random_features/maclaurin.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/random_features/maclaurin.py -------------------------------------------------------------------------------- /random_features/polynomial_sketch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/random_features/polynomial_sketch.py -------------------------------------------------------------------------------- /random_features/projections.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/random_features/projections.py -------------------------------------------------------------------------------- /random_features/rff.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/random_features/rff.py -------------------------------------------------------------------------------- /random_features/spherical.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/random_features/spherical.py -------------------------------------------------------------------------------- /run_fine_grained.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/run_fine_grained.py -------------------------------------------------------------------------------- /run_kid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/run_kid.py -------------------------------------------------------------------------------- /run_real_comp_vs_p.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/run_real_comp_vs_p.py -------------------------------------------------------------------------------- /run_rf_gp_experiments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/run_rf_gp_experiments.py -------------------------------------------------------------------------------- /run_rf_gps.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/run_rf_gps.sh -------------------------------------------------------------------------------- /run_speed_vs_kernel_approx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/run_speed_vs_kernel_approx.py -------------------------------------------------------------------------------- /run_vi_gp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/run_vi_gp.py -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p10_d1024.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p10_d1024.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p10_d128.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p10_d128.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p10_d16.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p10_d16.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p10_d256.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p10_d256.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p10_d32.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p10_d32.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p10_d4.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p10_d4.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p10_d512.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p10_d512.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p10_d64.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p10_d64.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p10_d8.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p10_d8.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p20_d1024.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p20_d1024.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p2_d16.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p2_d16.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p2_d4.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p2_d4.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p2_d64.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p2_d64.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p2_d8.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p2_d8.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p3_d1024.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p3_d1024.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p3_d16.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p3_d16.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p3_d2048.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p3_d2048.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p3_d4.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p3_d4.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p3_d512.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p3_d512.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p3_d64.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p3_d64.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p3_d8.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p3_d8.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p5_d1024.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p5_d1024.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p5_d128.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p5_d128.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p5_d16.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p5_d16.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p5_d2.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p5_d2.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p5_d256.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p5_d256.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p5_d32.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p5_d32.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p5_d4.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p5_d4.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p5_d512.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p5_d512.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p5_d64.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p5_d64.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p5_d8.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p5_d8.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p6_d1024.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p6_d1024.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p7_d1024.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p7_d1024.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p7_d128.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p7_d128.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p7_d16.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p7_d16.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p7_d2048.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p7_d2048.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p7_d32.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p7_d32.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p7_d4.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p7_d4.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p7_d512.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p7_d512.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p7_d64.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p7_d64.torch -------------------------------------------------------------------------------- /saved_models/poly_a2.0_p7_d8.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a2.0_p7_d8.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p10_d1024.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p10_d1024.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p10_d128.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p10_d128.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p10_d16.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p10_d16.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p10_d256.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p10_d256.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p10_d32.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p10_d32.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p10_d4.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p10_d4.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p10_d512.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p10_d512.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p10_d64.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p10_d64.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p10_d8.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p10_d8.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p20_d1024.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p20_d1024.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p20_d128.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p20_d128.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p20_d16.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p20_d16.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p20_d2.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p20_d2.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p20_d256.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p20_d256.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p20_d32.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p20_d32.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p20_d4.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p20_d4.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p20_d512.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p20_d512.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p20_d64.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p20_d64.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p20_d8.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p20_d8.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p3_d1024.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p3_d1024.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p7_d1024.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p7_d1024.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p7_d128.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p7_d128.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p7_d16.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p7_d16.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p7_d256.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p7_d256.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p7_d32.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p7_d32.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p7_d4.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p7_d4.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p7_d512.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p7_d512.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p7_d64.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p7_d64.torch -------------------------------------------------------------------------------- /saved_models/poly_a4.0_p7_d8.torch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/saved_models/poly_a4.0_p7_d8.torch -------------------------------------------------------------------------------- /sparsity_experiment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/sparsity_experiment.py -------------------------------------------------------------------------------- /util/LBFGS.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/LBFGS.py -------------------------------------------------------------------------------- /util/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/data.py -------------------------------------------------------------------------------- /util/fwht/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/fwht/__init__.py -------------------------------------------------------------------------------- /util/fwht/fwht.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/fwht/fwht.py -------------------------------------------------------------------------------- /util/fwht/fwht_host.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/fwht/fwht_host.cc -------------------------------------------------------------------------------- /util/fwht/fwht_kernel.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/fwht/fwht_kernel.cu -------------------------------------------------------------------------------- /util/fwht/fwht_kernel_old.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/fwht/fwht_kernel_old.cu -------------------------------------------------------------------------------- /util/fwht_old/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/fwht_old/__init__.py -------------------------------------------------------------------------------- /util/fwht_old/fwht.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/fwht_old/fwht.py -------------------------------------------------------------------------------- /util/fwht_old/fwht_host.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/fwht_old/fwht_host.cc -------------------------------------------------------------------------------- /util/fwht_old/fwht_kernel.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/fwht_old/fwht_kernel.cu -------------------------------------------------------------------------------- /util/hadamard_cuda/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/hadamard_cuda/__init__.py -------------------------------------------------------------------------------- /util/hadamard_cuda/fwht.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/hadamard_cuda/fwht.py -------------------------------------------------------------------------------- /util/hadamard_cuda/hadamard_cuda.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/hadamard_cuda/hadamard_cuda.cpp -------------------------------------------------------------------------------- /util/hadamard_cuda/hadamard_cuda_kernel.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/hadamard_cuda/hadamard_cuda_kernel.cu -------------------------------------------------------------------------------- /util/hadamard_cuda/hadamard_cuda_old.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/hadamard_cuda/hadamard_cuda_old.cpp -------------------------------------------------------------------------------- /util/hadamard_cuda/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/hadamard_cuda/setup.py -------------------------------------------------------------------------------- /util/helper_classes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/helper_classes.py -------------------------------------------------------------------------------- /util/helper_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/helper_functions.py -------------------------------------------------------------------------------- /util/hypergeometric_function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/hypergeometric_function.py -------------------------------------------------------------------------------- /util/kernels.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/kernels.py -------------------------------------------------------------------------------- /util/measures.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/measures.py -------------------------------------------------------------------------------- /util/transforms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/util/transforms.py -------------------------------------------------------------------------------- /verify_variances.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/joneswack/dp-rfs/HEAD/verify_variances.py --------------------------------------------------------------------------------