Fair clustering via equitable group representations

Fair clustering via equitable group representations

19 June 2020

Aditya Bhaskara

Suresh Venkatasubramanian

Papers citing "Fair clustering via equitable group representations"

17 / 17 papers shown

Title
The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents Omer Madmon Idan Pipano Itamar Reinman Moshe Tennenholtz 54 2 0 03 Jan 2025
A Polynomial-Time Approximation for Pairwise Fair $k$ -Median Clustering Sayan Bandyapadhyay E. Chlamtác Yu. S. Makarychev A. Vakilian Yury Makarychev Ali Vakilian 38 1 0 16 May 2024
Diversity-aware clustering: Computational Complexity and Approximation Algorithms Suhas Thejaswi Ameet Gadekar Bruno Ordozgoiti A. Gionis 26 1 0 10 Jan 2024
Fair Clustering: A Causal Perspective Fritz M. Bayer Drago Plečko N. Beerenwinkel Jack Kuipers FaML 20 0 0 14 Dec 2023
Parameterized Approximation for Robust Clustering in Discrete Geometric Spaces F. Abbasi Sandip Banerjee J. Byrka Parinya Chalermsook Ameet Gadekar K. Khodamoradi D. Marx Roohani Sharma J. Spoerhase 22 4 0 12 May 2023
Parameterized Approximation Schemes for Clustering with General Norm Objectives F. Abbasi Sandip Banerjee J. Byrka Parinya Chalermsook Ameet Gadekar K. Khodamoradi D. Marx Roohani Sharma J. Spoerhase 23 11 0 06 Apr 2023
Fair Minimum Representation Clustering Connor Lawless Oktay Gunluk FaML 32 2 0 06 Feb 2023
Bicriteria Approximation Algorithms for Priority Matroid Median Tanvi Bajpai C. Chekuri 13 1 0 04 Oct 2022
Constant-Factor Approximation Algorithms for Socially Fair $k$ -Clustering Mehrdad Ghadiri Mohit Singh Santosh Vempala 19 10 0 22 Jun 2022
Measuring and mitigating voting access disparities: a study of race and polling locations in Florida and North Carolina Mohsen Abbasi Suresh Venkatasubramanian Sorelle A. Friedler K. Lum Calvin Barrett 27 3 0 30 May 2022
Fair Labeled Clustering Seyed-Alireza Esmaeili Sharmila Duppala John P. Dickerson Brian Brubach FaML 16 3 0 28 May 2022
Fair Representation Clustering with Several Protected Classes Zhen Dai Yury Makarychev A. Vakilian FaML 63 9 0 03 Feb 2022
Modification-Fair Cluster Editing Vincent Froese Leon Kellerhals R. Niedermeier 27 12 0 06 Dec 2021
Approximating Fair Clustering with Cascaded Norm Objectives E. Chlamtác Yury Makarychev A. Vakilian 79 23 0 08 Nov 2021
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 11 240 0 01 Oct 2021
Better Algorithms for Individually Fair $k$ -Clustering Deeparnab Chakrabarty Maryam Negahbani 16 38 0 23 Jun 2021
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,082 0 24 Oct 2016