Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric

Pengxin Zeng, Yunfan Li, Peng Hu +3

Fair clustering aims to divide data into distinct clusters while preventing sensitive attributes (\textit{e.g.}, gender, race, RNA sequencing technique) from dominating the cluster…