5 citations · 10 across the 8 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024
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…
cs.LG2022★ 1 cited
Fair Labeled Clustering
Seyed A. Esmaeili, Sharmila Duppala, John P. Dickerson +1
Numerous algorithms have been produced for the fundamental problem of clustering under many different notions of fairness. Perhaps the most common family of notions currently studi…