├── .gitignore ├── README.md ├── __init__.py ├── algo ├── __init__.py ├── agd_rho.py ├── objperturb.py ├── outpert.py ├── pgene_score.py ├── privgene.py └── sgd.py ├── common ├── __init__.py ├── dat.py ├── gaussian_moments.py ├── logistic.py ├── noisy_max.py ├── param.py └── svm.py ├── dataset ├── ADULT.dat ├── BANK.dat ├── IPUMS-BR.dat └── IPUMS-US.dat ├── run_agd_logistic.py ├── run_agd_svm.py ├── run_objpert_logistic.py ├── run_objpert_svm.py ├── run_outpert_logistic.py ├── run_outpert_svm.py ├── run_privgene_logistic.py ├── run_privgene_svm.py ├── run_sgdadv_logistic.py ├── run_sgdadv_svm.py ├── run_sgdma_logistic.py ├── run_sgdma_svm.py ├── run_vary_cgrad.py ├── run_vary_cobj.py ├── run_vary_gamma.py └── run_vary_splits.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | 3 | -------------------------------------------------------------------------------- /README.md: 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