fairness-awareness-model topic

Official implementation of our work "Collaborative Fairness in Federated Learning."

XinyiYS

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Trusted-AI

Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021

newlei

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

wearepal

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

ResponsiblyAI