conftrace_

fair clustering

43 papers

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Co-occurring keywords

approximation algorithm (630) fairness constraint (125) clustering algorithm (206) k-means clustering (235) k-center clustering (24) group fairness (158) k-median clustering (31) individual fairness (55) data summarization (37) protected group (11)

Papers

Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions NIPS 2022
A New Notion of Individually Fair Clustering: $α$-Equitable $k$-Center AISTATS 2022
Variational Fair Clustering AAAI 2021
Fair Clustering Under a Bounded Cost NIPS 2021
Deep Fair Clustering for Visual Learning CVPR 2020
Making Existing Clusterings Fairer: Algorithms, Complexity Results and Insights AAAI 2020
Fair k-Centers via Maximum Matching ICML 2020
Probabilistic Fair Clustering NIPS 2020
KFC: A Scalable Approximation Algorithm for $k$−center Fair Clustering NIPS 2020
Fair Hierarchical Clustering NIPS 2020
Fair k-Center Clustering for Data Summarization ICML 2019
Approximation Algorithms for Stochastic Clustering JMLR 2019
Proportionally Fair Clustering ICML 2019
Coresets for Clustering with Fairness Constraints NIPS 2019
Scalable Fair Clustering ICML 2019
Fair Algorithms for Clustering NIPS 2019
Approximation algorithms for stochastic clustering NIPS 2018
Fair Clustering Through Fairlets NIPS 2017