On Coresets for Fair Clustering in Metric and Euclidean Spaces and Their Applications

20 July 2020

Papers citing "On Coresets for Fair Clustering in Metric and Euclidean Spaces and Their Applications"

10 / 10 papers shown

Title
Fair Clustering with Clusterlets Mattia Setzu Riccardo Guidotti FaML FedML 39 0 0 03 May 2025
A Polynomial-Time Approximation for Pairwise Fair $k$ -Median Clustering Sayan Bandyapadhyay E. Chlamtác Yu. S. Makarychev A. Vakilian Yury Makarychev Ali Vakilian 48 1 0 16 May 2024
Fair Correlation Clustering in Forests Katrin Casel Tobias Friedrich Martin Schirneck Simon Wietheger FaML 24 2 0 22 Feb 2023
Fair Minimum Representation Clustering Connor Lawless Oktay Gunluk FaML 35 2 0 06 Feb 2023
Towards Optimal Lower Bounds for k-median and k-means Coresets Vincent Cohen-Addad Kasper Green Larsen David Saulpic Chris Schwiegelshohn 24 50 0 25 Feb 2022
Fair Representation Clustering with Several Protected Classes Zhen Dai Yury Makarychev A. Vakilian FaML 73 9 0 03 Feb 2022
Modification-Fair Cluster Editing Vincent Froese Leon Kellerhals R. Niedermeier 38 12 0 06 Dec 2021
Tight FPT Approximation for Constrained k-Center and k-Supplier Dishant Goyal Ragesh Jaiswal 50 11 0 27 Oct 2021
Efficient Algorithms For Fair Clustering with a New Fairness Notion Shivam Gupta Ganesh Ghalme N. C. Krishnan Shweta Jain FaML 70 8 0 02 Sep 2021
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,091 0 24 Oct 2016