Fair Model-based Clustering

Jinwon Park, Kunwoong Kim, Jihu Lee +1

The goal of fair clustering is to find clusters such that the proportion of sensitive attributes (e.g., gender, race, etc.) in each cluster is similar to that of the entire dataset…