Fair Clustering Under a Bounded Cost

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Fair Clustering Under a Bounded Cost

14 June 2021

Seyed-Alireza Esmaeili

John P. Dickerson

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Papers citing "Fair Clustering Under a Bounded Cost"

15 / 15 papers shown

Title
The Fairness-Quality Trade-off in Clustering Rashida Hakim Ana-Andreea Stoica Christos H. Papadimitriou M. Yannakakis FaML 87 0 0 19 Aug 2024
Fair Clustering: Critique, Caveats, and Future Directions John Dickerson Seyed-Alireza Esmaeili Jamie Morgenstern Claire Jie Zhang FaML 74 1 0 22 Jun 2024
Robust Fair Clustering with Group Membership Uncertainty Sets Sharmila Duppala Juan Luque John P. Dickerson Seyed-Alireza Esmaeili FaML 95 1 0 02 Jun 2024
A Note on Bias to Complete Jia Xu Mona Diab 123 2 0 18 Feb 2024
Spectral Normalized-Cut Graph Partitioning with Fairness Constraints Jia Li Yanhao Wang Arpit Merchant 65 1 0 22 Jul 2023
Dual Node and Edge Fairness-Aware Graph Partition Tingwei Liu Peizhao Li Hongfu Liu 55 0 0 16 Jun 2023
Doubly Constrained Fair Clustering John P. Dickerson Seyed-Alireza Esmaeili Jamie Morgenstern Claire Jie Zhang FaML 65 7 0 31 May 2023
Proportionally Representative Clustering Haris Aziz Barton E. Lee S. Chu Jeremy Vollen FaML 134 5 0 27 Apr 2023
Fair Minimum Representation Clustering Connor Lawless Oktay Gunluk FaML 70 2 0 06 Feb 2023
Learning Informative Representation for Fairness-aware Multivariate Time-series Forecasting: A Group-based Perspective Hui He Qi Zhang Shoujin Wang Kun Yi ZhenDong Niu Longbin Cao AI4TS 86 12 0 27 Jan 2023
Fair Labeled Clustering Seyed-Alireza Esmaeili Sharmila Duppala John P. Dickerson Brian Brubach FaML 61 6 0 28 May 2022
Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost Marina Knittel Max Springer John P. Dickerson Mohammadtaghi Hajiaghayi FedML 54 7 0 27 May 2022
Fair Representation Clustering with Several Protected Classes Zhen Dai Yury Makarychev A. Vakilian FaML 120 9 0 03 Feb 2022
Efficient Algorithms For Fair Clustering with a New Fairness Notion Shivam Gupta Ganesh Ghalme N. C. Krishnan Shweta Jain FaML 90 8 0 02 Sep 2021
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions Shubham Gupta Ambedkar Dukkipati 64 8 0 08 May 2021