Conformalized Quantile Regression

Python library with the core algorithms used to do FA*IR ranking.

R package for computing and visualizing fair ML metrics

[Official Codes] Experiments on Generalizability of User-Oriented Fairness in Recommender Systems (SIGIR 2022)

FairER: Entity Resolution with Fairness Constraints

Source code and models for the paper "Cyberbullying Detection with Fairness Constraints". IEEE Internet Computing, 2020

Fair search elasticsearch plugin

Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency

Implementation of debiasing algorithm in "Debiasing Representations by Removing Unwanted Variation Due to Protected Attributes" on ProPublica's COMPAS data set

Disparate Exposure in Learning To Rank for Java

Demographic Bias of Vision-Language Foundation Models in Medical Imaging

[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization

Disparate Exposure in Learning To Rank for Python

Code implementation for BiasMitigationRL, a reinforcement learning-based bias mitigation method.

AI flub ups

Implementation of Joint Fairness Model with Applications to Risk Predictions for Under-represented Populations

Analyzing Adversarial Bias and the Robustness of Fair Machine Learning

A School for All Seasons on Trustworthy Machine Learning

Official Implementation of the paper "Fair Generalized Linear Models with a Convex Penalty."

Fairness in Digital Image Forgery Detection System