natalialmg / MMPFLinks
Implementation of Minimax Pareto Fairness framework
☆21Updated 4 years ago
Alternatives and similar repositories for MMPF
Users that are interested in MMPF are comparing it to the libraries listed below
Sorting:
- General fair regression subject to demographic parity constraint. Paper appeared in ICML 2019.☆16Updated 5 years ago
- ☆12Updated 4 years ago
- Fair Empirical Risk Minimization (FERM)☆37Updated 4 years ago
- Tilted Empirical Risk Minimization (ICLR '21)☆60Updated last year
- FairBatch: Batch Selection for Model Fairness (ICLR 2021)☆19Updated 2 years ago
- Certified Removal from Machine Learning Models☆67Updated 3 years ago
- Coresets via Bilevel Optimization☆66Updated 4 years ago
- ☆22Updated 6 years ago
- Federated posterior averaging implemented in JAX☆51Updated 2 years ago
- ☆46Updated 11 months ago
- ☆22Updated 6 years ago
- [NeurIPS 2020] code for "Boundary thickness and robustness in learning models"☆20Updated 4 years ago
- ☆37Updated 2 years ago
- ☆30Updated 3 years ago
- ☆37Updated 4 years ago
- A reproduced PyTorch implementation of the Adversarially Reweighted Learning (ARL) model, originally presented in "Fairness without Demog…☆20Updated 4 years ago
- ☆50Updated 2 years ago
- ☆57Updated 5 years ago
- ☆40Updated last year
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆37Updated 6 years ago
- FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods.☆29Updated last year
- Learning Adversarially Fair and Transferable Representations☆55Updated 6 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆50Updated 4 years ago
- Learning rate adaptation for differentially private stochastic gradient descent☆17Updated 4 years ago
- ☆32Updated 11 months ago
- ☆13Updated 2 years ago
- ☆20Updated 3 years ago
- ☆15Updated last year
- Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"☆49Updated 3 years ago
- Papers and online resources related to machine learning fairness☆73Updated 2 years ago