Fairness in Clustering with Multiple Sensitive Attributes

Fairness in Clustering with Multiple Sensitive Attributes

11 October 2019

Abraham • Deepak

Sowmya S. Sundaram

Papers citing "Fairness in Clustering with Multiple Sensitive Attributes"

13 / 13 papers shown

Title
Fair Clustering with Clusterlets Mattia Setzu Riccardo Guidotti FaML FedML 39 0 0 03 May 2025
A review of clustering models in educational data science towards fairness-aware learning Tai Le Quy Gunnar Friege Eirini Ntoutsi FaML 32 14 0 09 Jan 2023
Cluster-level Group Representativity Fairness in $k$ -means Clustering Stanley Simoes Deepak P Muiris Maccarthaigh FaML 27 0 0 29 Dec 2022
Constant-Factor Approximation Algorithms for Socially Fair $k$ -Clustering Mehrdad Ghadiri Mohit Singh Santosh Vempala 21 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 37 3 0 30 May 2022
Exploring Rawlsian Fairness for K-Means Clustering Stanley Simoes Deepak P Muiris Maccarthaigh FaML 22 3 0 04 May 2022
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 11 241 0 01 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
FiSH: Fair Spatial Hotspots Deepak P Sowmya S. Sundaram 35 1 0 01 Jun 2021
A Stochastic Alternating Balance $k$ -Means Algorithm for Fair Clustering Suyun Liu Luis Nunes Vicente 30 11 0 29 May 2021
Fairness through Social Welfare Optimization V. Chen J. N. Hooker 24 1 0 30 Jan 2021
Fair clustering via equitable group representations Mohsen Abbasi Aditya Bhaskara Suresh Venkatasubramanian FaML FedML 31 86 0 19 Jun 2020
Fair Outlier Detection D. P. Savitha Sam Abraham FaML 31 18 0 20 May 2020