FairSelect: A Systematic Evaluation of Multi-Level and Intersectional Algorithmic Fairness

Nick Souligne, Isabella Mixton-Garcia, Vignesh Subbian

Algorithmic fairness methods are increasingly used to identify and mitigate bias in machine learning models, yet most approaches are evaluated in isolation and along single demogra…