Fair Correlation Clustering

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Fair Correlation Clustering

6 February 2020

Alessandro Epasto

Mohammad Mahdian

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Papers citing "Fair Correlation Clustering"

13 / 13 papers shown

Title
Diversity-aware clustering: Computational Complexity and Approximation Algorithms Suhas Thejaswi Ameet Gadekar Bruno Ordozgoiti Aristides Gionis 89 3 0 10 Jan 2024
Doubly Constrained Fair Clustering John P. Dickerson Seyed-Alireza Esmaeili Jamie Morgenstern Claire Jie Zhang FaML 65 7 0 31 May 2023
Fair Clustering via Hierarchical Fair-Dirichlet Process Abhisek Chakraborty A. Bhattacharya D. Pati FaML 44 3 0 27 May 2023
FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering R. Fajri A. Saxena Yulong Pei Mykola Pechenizkiy FaML 51 3 0 21 Sep 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
Modification-Fair Cluster Editing Vincent Froese Leon Kellerhals R. Niedermeier 64 12 0 06 Dec 2021
Sublinear Time and Space Algorithms for Correlation Clustering via Sparse-Dense Decompositions Sepehr Assadi Chen Wang 89 34 0 29 Sep 2021
Fair Clustering Under a Bounded Cost Seyed-Alireza Esmaeili Brian Brubach A. Srinivasan John P. Dickerson 63 27 0 14 Jun 2021
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification Maliha Tashfia Islam Anna Fariha A. Meliou Babak Salimi FaML 93 26 0 18 Jan 2021
Multiplicity and Diversity: Analyzing the Optimal Solution Space of the Correlation Clustering Problem on Complete Signed Graphs Nejat Arınık R. Figueiredo Vincent Labatut 6 4 0 10 Nov 2020
Fairness in Machine Learning: A Survey Simon Caton C. Haas FaML 108 653 0 04 Oct 2020
Fair Hierarchical Clustering Sara Ahmadian Alessandro Epasto Marina Knittel Ravi Kumar Mohammad Mahdian Benjamin Moseley Philip Pham Sergei Vassilvtiskii Yuyan Wang FaML 76 47 0 18 Jun 2020
Hypergraph Clustering for Finding Diverse and Experienced Groups Ilya Amburg Nate Veldt Austin R. Benson 71 5 0 10 Jun 2020