Robust Fair Clustering with Group Membership Uncertainty Sets

Sharmila Duppala, Juan Luque, John P. Dickerson +1

We study the canonical fair clustering problem where each cluster is constrained to have close to population-level representation of each group. Despite significant attention, the…