Doubly Constrained Fair Clustering

31 May 2023

Papers citing "Doubly Constrained Fair Clustering"

7 / 7 papers shown

Title
The Fairness-Quality Trade-off in Clustering Rashida Hakim Ana-Andreea Stoica Christos H. Papadimitriou M. Yannakakis FaML 27 0 0 19 Aug 2024
Efficient k-means with Individual Fairness via Exponential Tilting Shengkun Zhu Jinshan Zeng Yuan Sun Sheng Wang Xiaodong Li Zhiyong Peng 54 0 0 24 Jun 2024
Fair Clustering: Critique, Caveats, and Future Directions John Dickerson Seyed-Alireza Esmaeili Jamie Morgenstern Claire Jie Zhang FaML 50 1 0 22 Jun 2024
Robust Fair Clustering with Group Membership Uncertainty Sets Sharmila Duppala Juan Luque John P. Dickerson Seyed-Alireza Esmaeili FaML 47 0 0 02 Jun 2024
Proportional Fairness in Clustering: A Social Choice Perspective Leon Kellerhals Jannik Peters 11 12 0 27 Oct 2023
Scalable Spectral Clustering with Group Fairness Constraints Ji Wang Ding Lu Ian Davidson Z. Bai 61 16 0 28 Oct 2022
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,090 0 24 Oct 2016