├── LICENSE ├── README.md ├── laaos_results └── paper │ ├── bald_20_1023109.py │ ├── bald_20_1039002.py │ ├── bald_20_132344_2018-12-13-091723.py │ ├── bald_20_196837.py │ ├── bald_20_247293.py │ ├── bald_20_281782.py │ ├── bald_20_440307.py │ ├── bald_20_534918_2018-12-14-004816.py │ ├── bald_20_59448.py │ ├── bald_20_796110.py │ ├── bald_20_817488.py │ ├── bald_20_990370.py │ ├── bald_40_118596.py │ ├── bald_40_177989.py │ ├── bald_40_192067.py │ ├── bald_40_332152.py │ ├── bald_40_354594.py │ ├── bald_40_445055.py │ ├── bald_40_527608.py │ ├── bald_40_646208.py │ ├── bald_40_74940.py │ ├── bald_40_757192.py │ ├── bald_40_825296.py │ ├── bald_40_903179.py │ ├── bald_mnist_1030548.py │ ├── bald_mnist_107856.py │ ├── bald_mnist_703266.py │ ├── bald_mnist_755767.py │ ├── bald_mnist_804264.py │ ├── bald_mnist_865341.py │ ├── cinic10_nispc20_pretrained_independent_bald_k50_b10_371526.py │ ├── cinic10_nispc20_pretrained_independent_bald_k50_b10_376026.py │ ├── cinic10_nispc20_pretrained_independent_bald_k50_b10_395815.py │ ├── cinic10_nispc20_pretrained_independent_bald_k50_b10_837979.py │ ├── cinic10_nispc20_pretrained_independent_bald_k50_b10_885898.py │ ├── cinic10_nispc20_pretrained_independent_bald_k50_b10_941078.py │ ├── cinic10_nispc20_pretrained_independent_bald_k50_b10_953083.py │ ├── cinic10_nispc20_pretrained_multibald_bald_k50_b10_371526.py │ ├── cinic10_nispc20_pretrained_multibald_bald_k50_b10_376026.py │ ├── cinic10_nispc20_pretrained_multibald_bald_k50_b10_395815.py │ ├── cinic10_nispc20_pretrained_multibald_bald_k50_b10_837979.py │ ├── cinic10_nispc20_pretrained_multibald_bald_k50_b10_885898.py │ ├── cinic10_nispc20_pretrained_multibald_bald_k50_b10_941078.py │ ├── cinic10_nispc20_pretrained_multibald_bald_k50_b10_953083.py │ ├── emnist_balanced_independent_random_k10_b5_107646.py │ ├── emnist_balanced_independent_random_k10_b5_129113.py │ ├── emnist_balanced_independent_random_k10_b5_267494.py │ ├── emnist_balanced_independent_random_k10_b5_482739.py │ ├── emnist_balanced_independent_random_k10_b5_507556.py │ ├── emnist_balanced_independent_random_k10_b5_67927.py │ ├── emnist_independent_bald_k10_218487.py │ ├── emnist_independent_bald_k10_335690.py │ ├── emnist_independent_bald_k10_629535.py │ ├── emnist_independent_bald_k10_706460.py │ ├── emnist_independent_bald_k10_728719.py │ ├── emnist_independent_bald_k10_779382.py │ ├── emnist_multibald_bald_k10_218487.py │ ├── emnist_multibald_bald_k10_335690.py │ ├── emnist_multibald_bald_k10_629535.py │ ├── emnist_multibald_bald_k10_706460.py │ ├── emnist_multibald_bald_k10_728719.py │ ├── emnist_multibald_bald_k10_779382.py │ ├── mnist_independent_bald_k100_b10_1029338.py │ ├── mnist_independent_bald_k100_b10_1038804.py │ ├── mnist_independent_bald_k100_b10_572400.py │ ├── mnist_independent_bald_k100_b10_661442.py │ ├── mnist_independent_bald_k100_b10_734490.py │ ├── mnist_independent_bald_k100_b10_926965.py │ ├── mnist_independent_bald_k100_b1_1029338.py │ ├── mnist_independent_bald_k100_b1_1038804.py │ ├── mnist_independent_bald_k100_b1_572400.py │ ├── mnist_independent_bald_k100_b1_661442.py │ ├── mnist_independent_bald_k100_b1_734490.py │ ├── mnist_independent_bald_k100_b1_926965.py │ ├── mnist_multibald_bald_k100_b10_1029338.py │ ├── mnist_multibald_bald_k100_b10_1038804.py │ ├── mnist_multibald_bald_k100_b10_572400.py │ ├── mnist_multibald_bald_k100_b10_661442.py │ ├── mnist_multibald_bald_k100_b10_734490.py │ ├── mnist_multibald_bald_k100_b10_926965.py │ ├── mnist_multibald_bald_k100_b40_1003654.py │ ├── mnist_multibald_bald_k100_b40_113780.py │ ├── mnist_multibald_bald_k100_b40_234797.py │ ├── mnist_multibald_bald_k100_b40_841886.py │ ├── mnist_multibald_bald_k100_b40_89548.py │ ├── mnist_multibald_bald_k100_b40_920188.py │ ├── mnist_multibald_bald_k100_b5_1029338.py │ ├── mnist_multibald_bald_k100_b5_1038804.py │ ├── mnist_multibald_bald_k100_b5_572400.py │ ├── mnist_multibald_bald_k100_b5_661442.py │ ├── mnist_multibald_bald_k100_b5_734490.py │ ├── mnist_multibald_bald_k100_b5_926965.py │ ├── mnist_w_noise_independent_bald_k10_b10_1003654.py │ ├── mnist_w_noise_independent_bald_k10_b10_113780.py │ ├── mnist_w_noise_independent_bald_k10_b10_234797.py │ ├── mnist_w_noise_independent_bald_k10_b10_841886.py │ ├── mnist_w_noise_independent_bald_k10_b10_89548.py │ ├── mnist_w_noise_independent_bald_k10_b10_920188.py │ ├── repeated_mnist_w_noise2_independent_bald_k10_b10_133926.py │ ├── repeated_mnist_w_noise2_independent_bald_k10_b10_420620.py │ ├── repeated_mnist_w_noise2_independent_bald_k10_b10_531246.py │ ├── repeated_mnist_w_noise2_independent_bald_k10_b10_607771.py │ ├── repeated_mnist_w_noise2_independent_bald_k10_b10_661452.py │ ├── repeated_mnist_w_noise2_independent_bald_k10_b10_717988.py │ ├── repeated_mnist_w_noise2_independent_random_k10_b10_133926.py │ ├── repeated_mnist_w_noise2_independent_random_k10_b10_420620.py │ ├── repeated_mnist_w_noise2_independent_random_k10_b10_531246.py │ ├── repeated_mnist_w_noise2_independent_random_k10_b10_607771.py │ ├── repeated_mnist_w_noise2_independent_random_k10_b10_661452.py │ ├── repeated_mnist_w_noise2_independent_random_k10_b10_717988.py │ ├── repeated_mnist_w_noise2_multibald_bald_k10_b10_133926.py │ ├── repeated_mnist_w_noise2_multibald_bald_k10_b10_420620.py │ ├── repeated_mnist_w_noise2_multibald_bald_k10_b10_531246.py │ ├── repeated_mnist_w_noise2_multibald_bald_k10_b10_607771.py │ ├── repeated_mnist_w_noise2_multibald_bald_k10_b10_661452.py │ ├── repeated_mnist_w_noise2_multibald_bald_k10_b10_717988.py │ ├── repeated_mnist_w_noise5_independent_bald_k10_b10_133926.py │ ├── repeated_mnist_w_noise5_independent_bald_k10_b10_420620.py │ ├── repeated_mnist_w_noise5_independent_bald_k10_b10_531246.py │ ├── repeated_mnist_w_noise5_independent_bald_k10_b10_607771.py │ ├── repeated_mnist_w_noise5_independent_bald_k10_b10_661452.py │ ├── repeated_mnist_w_noise5_independent_bald_k10_b10_717988.py │ ├── repeated_mnist_w_noise5_independent_random_k10_b10_133926.py │ ├── repeated_mnist_w_noise5_independent_random_k10_b10_420620.py │ ├── repeated_mnist_w_noise5_independent_random_k10_b10_531246.py │ ├── repeated_mnist_w_noise5_independent_random_k10_b10_607771.py │ ├── repeated_mnist_w_noise5_independent_random_k10_b10_661452.py │ ├── repeated_mnist_w_noise5_independent_random_k10_b10_717988.py │ ├── repeated_mnist_w_noise5_multibald_bald_k10_b10_133926.py │ ├── repeated_mnist_w_noise5_multibald_bald_k10_b10_420620.py │ ├── repeated_mnist_w_noise5_multibald_bald_k10_b10_531246.py │ ├── repeated_mnist_w_noise5_multibald_bald_k10_b10_607771.py │ ├── repeated_mnist_w_noise5_multibald_bald_k10_b10_661452.py │ ├── repeated_mnist_w_noise5_multibald_bald_k10_b10_717988.py │ ├── rmnist_w_noise_independent_bald_k10_b10_211889.py │ ├── rmnist_w_noise_independent_bald_k10_b10_332929.py │ ├── rmnist_w_noise_independent_bald_k10_b10_424817.py │ ├── rmnist_w_noise_independent_bald_k10_b10_741209.py │ ├── rmnist_w_noise_independent_bald_k10_b10_887341.py │ ├── rmnist_w_noise_independent_bald_k10_b10_920641.py │ ├── rmnist_w_noise_independent_mean_stddev_k10_b10_1017036.py │ ├── rmnist_w_noise_independent_mean_stddev_k10_b10_289629.py │ ├── rmnist_w_noise_independent_mean_stddev_k10_b10_355046.py │ ├── rmnist_w_noise_independent_mean_stddev_k10_b10_415068.py │ ├── rmnist_w_noise_independent_mean_stddev_k10_b10_822934.py │ ├── rmnist_w_noise_independent_random_k10_b5_131194.py │ ├── rmnist_w_noise_independent_random_k10_b5_432746.py │ ├── rmnist_w_noise_independent_random_k10_b5_470211.py │ ├── rmnist_w_noise_independent_random_k10_b5_54650.py │ ├── rmnist_w_noise_independent_random_k10_b5_796743.py │ ├── rmnist_w_noise_independent_random_k10_b5_929495.py │ ├── rmnist_w_noise_independent_variation_ratios_k10_b10_289629.py │ ├── rmnist_w_noise_independent_variation_ratios_k10_b10_355046.py │ ├── rmnist_w_noise_multibald_bald_k10_b10_211889.py │ ├── rmnist_w_noise_multibald_bald_k10_b10_332929.py │ ├── rmnist_w_noise_multibald_bald_k10_b10_424817.py │ ├── rmnist_w_noise_multibald_bald_k10_b10_741209.py │ ├── rmnist_w_noise_multibald_bald_k10_b10_887341.py │ └── rmnist_w_noise_multibald_bald_k10_b10_920641.py ├── notebooks └── paper │ ├── BALD_inc_acq_size.png │ ├── BatchBALD_increasing_b.png │ ├── CINIC10_poster.pdf │ ├── EMNIST_zero_initial_data.png │ ├── MNIST_BALD_BATCHBALD.png │ ├── MNIST_BALD_BATCHBALD_time_perf.png │ ├── N9_simple_10000_sampled_bb.jpg │ ├── RMNIST.png │ ├── RMNIST_ablation_poster.pdf │ ├── RMNIST_others.png │ ├── blog_post_variance.ipynb │ ├── entropy_labels_EMNIST.png │ ├── entropy_labels_EMNIST_w_random.png │ ├── histogram_labels_EMNIST.png │ ├── histogram_labels_EMNIST_w_random.png │ ├── visualizations-rebuttal.ipynb │ ├── visualizations.ipynb │ └── visualize_emnist_acquisitions.ipynb ├── pyproject.toml ├── requirements.txt └── src ├── __init__.py ├── acquisition_batch.py ├── acquisition_functions.py ├── acquisition_method.py ├── active_learning_data.py ├── al_notebook ├── plots.py ├── results_loader.py ├── show_batch.py └── torch_utils.py ├── context_stopwatch.py ├── dataset_enum.py ├── emnist_model.py ├── ignite_progress_bar.py ├── ignite_restoring_score_guard.py ├── ignite_utils.py ├── independent_batch_acquisition.py ├── joint_entropy ├── exact.py ├── sampling.py ├── test_joint_entropy.py ├── test_logits.npy ├── test_matmuls.py └── unoptimized │ ├── exact.py │ ├── sampling.py │ ├── test_exact_batch.py │ ├── test_exact_joint_probs.py │ ├── test_sampling_batch.py │ └── test_sampling_sample.py ├── mc_dropout.py ├── mnist_model.py ├── multi_bald.py ├── random_fixed_length_sampler.py ├── recover_model.py ├── reduced_consistent_mc_sampler.py ├── run_experiment.py ├── run_experiment_no_al.py ├── sampler_model.py ├── subrange_dataset.py ├── test_acquisition_functions.py 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