v1v2 (latest)

Fair Hierarchical Clustering

18 June 2020

Papers citing "Fair Hierarchical Clustering"

20 / 20 papers shown

Title
A Note on Bias to Complete Jia Xu Mona Diab 120 2 0 18 Feb 2024
A Scalable Algorithm for Individually Fair K-means Clustering M. Bateni Vincent Cohen-Addad Alessandro Epasto Silvio Lattanzi 91 7 0 09 Feb 2024
Fair Polylog-Approximate Low-Cost Hierarchical Clustering Marina Knittel Max Springer John Dickerson Mohammadtaghi Hajiaghayi FaML 46 2 0 21 Nov 2023
Dual Node and Edge Fairness-Aware Graph Partition Tingwei Liu Peizhao Li Hongfu Liu 55 0 0 16 Jun 2023
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
Hierarchical clustering with dot products recovers hidden tree structure Annie Gray Alexander Modell Patrick Rubin-Delanchy N. Whiteley TPM 50 1 0 24 May 2023
Fair Minimum Representation Clustering Connor Lawless Oktay Gunluk FaML 70 2 0 06 Feb 2023
A review of clustering models in educational data science towards fairness-aware learning Tai Le Quy Gunnar Friege Eirini Ntoutsi FaML 92 14 0 09 Jan 2023
Cluster-level Group Representativity Fairness in $k$ -means Clustering Stanley Simoes Deepak P Muiris Maccarthaigh FaML 47 0 0 29 Dec 2022
Individual Preference Stability for Clustering Saba Ahmadi Pranjal Awasthi Samir Khuller Matthäus Kleindessner Jamie Morgenstern Pattara Sukprasert A. Vakilian 103 10 0 07 Jul 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
CONFAIR: Configurable and Interpretable Algorithmic Fairness Ankit Kulshrestha Ilya Safro FaML 48 2 0 17 Nov 2021
Hierarchical Clustering: New Bounds and Objective Mirmahdi Rahgoshay M. Salavatipour 53 2 0 12 Nov 2021
A Sociotechnical View of Algorithmic Fairness Mateusz Dolata Stefan Feuerriegel Gerhard Schwabe FaML 76 100 0 27 Sep 2021
Fair Clustering Under a Bounded Cost Seyed-Alireza Esmaeili Brian Brubach A. Srinivasan John P. Dickerson 58 27 0 14 Jun 2021
Coping with Mistreatment in Fair Algorithms Ankit Kulshrestha Ilya Safro FaML 24 3 0 22 Feb 2021
Fair Algorithms for Hierarchical Agglomerative Clustering Anshuman Chhabra P. Mohapatra FaML 53 20 0 07 May 2020
Explainable $k$ -Means and $k$ -Medians Clustering S. Dasgupta Nave Frost Michal Moshkovitz Cyrus Rashtchian 76 155 0 28 Feb 2020