2 citations · 4 across the 15 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.DS2021★ 1 cited
Clustering with fair-center representation: parameterized approximation algorithms and heuristics
Suhas Thejaswi, Ameet Gadekar, Bruno Ordozgoiti +1
We study a variant of classical clustering formulations in the context of algorithmic fairness, known as diversity-aware clustering. In this variant we are given a collection of fa…
cs.DS2021
Diversity-aware -median : Clustering with fair center representation
Suhas Thejaswi, Bruno Ordozgoiti, Aristides Gionis
We introduce a novel problem for diversity-aware clustering. We assume that the potential cluster centers belong to a set of groups defined by protected attributes, such as ethnici…