[PDF][PDF] On Coresets for Fair Regression and Individually Fair Clustering.

R Chhaya, A Dasgupta, J Choudhari, S Shit - AISTATS, 2022 - scholar.archive.org
In this paper we present coresets for Fair Regression with Statistical Parity (SP) constraints
and for Individually Fair Clustering. Due to the fairness constraints, the classical coreset …