InfoFair: Information-Theoretic Intersectional Fairness

Jian Kang, Tiankai Xie, Xintao Wu +2

Algorithmic fairness is becoming increasingly important in data mining and machine learning. Among others, a foundational notation is group fairness. The vast majority of the exist…