Efficient Algorithms For Fair Clustering with a New Fairness Notion

2 September 2021

Papers citing "Efficient Algorithms For Fair Clustering with a New Fairness Notion"

7 / 7 papers shown

Title
Fair Clustering with Clusterlets Mattia Setzu Riccardo Guidotti FaML FedML 30 0 0 03 May 2025
The Fairness-Quality Trade-off in Clustering Rashida Hakim Ana-Andreea Stoica Christos H. Papadimitriou M. Yannakakis FaML 27 0 0 19 Aug 2024
A Scalable Algorithm for Individually Fair K-means Clustering M. Bateni Vincent Cohen-Addad Alessandro Epasto Silvio Lattanzi 63 7 0 09 Feb 2024
Spectral Normalized-Cut Graph Partitioning with Fairness Constraints Jia Li Yanhao Wang Arpit Merchant 42 1 0 22 Jul 2023
Approximating Fair Clustering with Cascaded Norm Objectives E. Chlamtác Yury Makarychev A. Vakilian 89 24 0 08 Nov 2021
Feature-based Individual Fairness in k-Clustering Debajyoti Kar Mert Kosan Debmalya Mandal Sourav Medya A. Silva P. Dey Swagato Sanyal FaML 39 10 0 09 Sep 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 326 4,223 0 23 Aug 2019