Proportionally Fair Clustering

Xingyu Chen, Brandon Fain, Liang Lyu, Kamesh Munagala

Abstract: We extend the fair machine learning literature by considering the problem of proportional centroid clustering in a metric context. For clustering n points with k centers, we define fairness as prop...