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1. fair_regression_reduction fair_regression_reduction Public

   General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.

   Python 16 8

2. locally_private_bpf_icml19 locally_private_bpf_icml19 Public

   Forked from xandaschofield/locally_private_bpf_icml19

   Code used for ICML 2019 Submission "Locally Private Bayesian Inference for Count Models"

   Python

3. Accuracy-First-Differential-Privacy Accuracy-First-Differential-Privacy Public

   Code for NIPS'2017 paper

   Python 51 13

4. GerryFair GerryFair Public

   Forked from algowatchpenn/GerryFair

   library for fair auditing and learning of classifiers with respect to rich subgroup fairness.

   Jupyter Notebook

5. Dual-Query-Implementation Dual-Query-Implementation Public

   Forked from ejgallego/dualquery

   Code for ICML'14 paper: "DualQuery: Practical Private Query Release Algorithm"

   OCaml 1

6. greenelab/SPRINT_gan greenelab/SPRINT_gan Public

   Privacy-preserving generative deep neural networks support clinical data sharing

   Jupyter Notebook 106 34