Fair Clustering: A Causal Perspective

Fritz Bayer, Drago Plecko, Niko Beerenwinkel +1

Clustering algorithms may unintentionally propagate or intensify existing disparities, leading to unfair representations or biased decision-making. Current fair clustering methods…