Fair Empirical Risk Minimization (FERM)
☆35Sep 7, 2020Updated 5 years ago
Alternatives and similar repositories for fair_ERM
Users that are interested in fair_ERM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python code for training fair logistic regression classifiers.☆192Jan 10, 2022Updated 4 years ago
- Code for the paper: Kernel Distributionally Robust Optimization☆13Feb 21, 2021Updated 5 years ago
- References for Papers at the Intersection of Causality and Fairness☆18Dec 3, 2018Updated 7 years ago
- ☆33Jan 13, 2022Updated 4 years ago
- EasyMKL☆14Jun 12, 2018Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆38Mar 4, 2023Updated 3 years ago
- A novel general non-stationary point process model based on neural networks.☆10Sep 23, 2022Updated 3 years ago
- ☆13Apr 23, 2019Updated 7 years ago
- Code repo for "Collapsing Bandits and Their Applications to Public Health Interventions", (NeurIPS'20)☆11Dec 3, 2025Updated 7 months ago
- Jupyter notebooks from our weekly (or so) hackathons☆11Dec 3, 2024Updated last year
- ☆19Aug 21, 2023Updated 2 years ago
- ☆16Apr 21, 2022Updated 4 years ago
- Source code for paper "Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration" of NeurIPS 2019☆10Jan 25, 2024Updated 2 years ago
- Principled learning method for Wasserstein distributionally robust optimization with local perturbations (ICML 2020)☆21Mar 24, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation for ReFactor GNNs☆15Jun 10, 2025Updated last year
- Code and simulated data for the paper “Fair Regression for Health Care Spending”☆20Feb 21, 2021Updated 5 years ago
- Source code for the VLDB 2021 paper.☆11May 19, 2021Updated 5 years ago
- ☆12May 20, 2021Updated 5 years ago
- Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)☆14Jul 23, 2022Updated 3 years ago
- ☆11May 25, 2023Updated 3 years ago
- Improving Neural Network Training in Low Dimensional Random Bases☆13Nov 17, 2020Updated 5 years ago
- This repository contains the code used in a publication 'Active Learning for Decision-Making from Imbalanced Observational Data', Iiris S…☆11May 14, 2019Updated 7 years ago
- Code to reproduce data for Bias in Bios☆51Jun 12, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A PyTorch implementation of "Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Informati…☆71Aug 18, 2023Updated 2 years ago
- ☆39Dec 11, 2018Updated 7 years ago
- ☆11Feb 22, 2019Updated 7 years ago
- ☆22Feb 25, 2019Updated 7 years ago
- Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds☆11Oct 28, 2019Updated 6 years ago
- Deep CCA (DCCA) network☆15Apr 12, 2016Updated 10 years ago
- Distributionally robust neural networks for group shifts☆294Jan 3, 2023Updated 3 years ago
- ☆95Jun 6, 2022Updated 4 years ago
- PyTorch implementation of efficient algorithms for DRO with CVaR and Chi-Square uncertainty sets☆65Oct 21, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.☆29Feb 28, 2024Updated 2 years ago
- 『アルゴリズムとデータ構造』（大槻兼資著、秋葉拓哉監修; 講談社）という本を Python で書き直しているプロジェクトです。☆20Jul 27, 2022Updated 3 years ago
- A python library to discover and mitigate biases in machine learning models and datasets☆20Jul 6, 2023Updated 2 years ago
- Cross-Care☆11Jun 24, 2024Updated 2 years ago
- ☆17Mar 20, 2025Updated last year
- python tools to check recourse in linear classification☆76Jan 8, 2021Updated 5 years ago
- ☆12Oct 16, 2024Updated last year