v1v2v3 (latest)

Proportionally Fair Clustering

9 May 2019

Papers citing "Proportionally Fair Clustering"

50 / 78 papers shown

Title
Metritocracy: Representative Metrics for Lite Benchmarks Ariel D. Procaccia Benjamin G. Schiffer Serena Wang Shirley Zhang 88 0 0 11 Jun 2025
A Computational Approach to Improving Fairness in K-means Clustering Guancheng Zhou Haiping Xu Hongkang Xu Chenyu Li Donghui Yan FaML 59 0 0 29 May 2025
Proportionality in Practice: Quantifying Proportionality in Ordinal Elections Tuva Bardal Markus Brill David McCune Jannik Peters 86 1 0 01 May 2025
The Panel Complexity of Sortition: Is 12 Angry Men Enough? Johannes Brustle Simone Fioravanti Tomasz Ponitka Jeremy Vollen 92 0 0 29 Apr 2025
Computing Lindahl Equilibrium for Public Goods with and without Funding Caps Christian Kroer Dominik Peters 159 1 0 20 Mar 2025
FACROC: a fairness measure for FAir Clustering through ROC curves Tai Le Quy Long Le Thanh Lan Luong Thi Hong Frank Hopfgartner 76 0 0 02 Mar 2025
Relax and Merge: A Simple Yet Effective Framework for Solving Fair $k$ -Means and $k$ -sparse Wasserstein Barycenter Problems Shihong Song Guanlin Mo Qingyuan Yang Hu Ding 81 0 0 02 Nov 2024
Proportional Fairness in Non-Centroid Clustering Ioannis Caragiannis Evi Micha Nisarg Shah FedML 67 5 0 30 Oct 2024
Harm Ratio: A Novel and Versatile Fairness Criterion Soroush Ebadian Rupert Freeman Nisarg Shah FaML 41 2 0 03 Oct 2024
The Fairness-Quality Trade-off in Clustering Rashida Hakim Ana-Andreea Stoica Christos H. Papadimitriou M. Yannakakis FaML 87 0 0 19 Aug 2024
Efficient k-means with Individual Fairness via Exponential Tilting Shengkun Zhu Jinshan Zeng Yuan Sun Sheng Wang Xiaodong Li Zhiyong Peng 89 0 0 24 Jun 2024
Fair Clustering: Critique, Caveats, and Future Directions John Dickerson Seyed-Alireza Esmaeili Jamie Morgenstern Claire Jie Zhang FaML 74 1 0 22 Jun 2024
A Polynomial-Time Approximation for Pairwise Fair $k$ -Median Clustering Sayan Bandyapadhyay E. Chlamtác Yu. S. Makarychev A. Vakilian Yury Makarychev Ali Vakilian 116 1 0 16 May 2024
From Discrete to Continuous: Deep Fair Clustering With Transferable Representations Xiang Zhang 92 0 0 24 Mar 2024
Diversity-aware clustering: Computational Complexity and Approximation Algorithms Suhas Thejaswi Ameet Gadekar Bruno Ordozgoiti Aristides Gionis 98 3 0 10 Jan 2024
Proportional Representation in Metric Spaces and Low-Distortion Committee Selection Y. Kalayci David Kempe Vikram Kher 82 13 0 16 Dec 2023
Fair Clustering: A Causal Perspective Fritz M. Bayer Drago Plečko N. Beerenwinkel Jack Kuipers FaML 44 0 0 14 Dec 2023
Proportional Fairness in Clustering: A Social Choice Perspective Leon Kellerhals Jannik Peters 77 14 0 27 Oct 2023
Fixed confidence community mode estimation Meera Pai Nikhil Karamchandani Jayakrishnan Nair 71 0 0 22 Sep 2023
Spectral Normalized-Cut Graph Partitioning with Fairness Constraints Jia Li Yanhao Wang Arpit Merchant 67 1 0 22 Jul 2023
Approximation Algorithms for Fair Range Clustering S. S. Hotegni S. Mahabadi A. Vakilian 63 20 0 11 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 51 3 0 27 May 2023
Proportionally Representative Clustering Haris Aziz Barton E. Lee S. Chu Jeremy Vollen FaML 134 5 0 27 Apr 2023
Data as voters: instance selection using approval-based multi-winner voting Luis Sánchez-Fernández J. A. Fisteus Rafael López-Zaragoza 45 2 0 19 Apr 2023
Parameterized Approximation Schemes for Clustering with General Norm Objectives F. Abbasi Sandip Banerjee J. Byrka Parinya Chalermsook Ameet Gadekar K. Khodamoradi D. Marx Roohani Sharma J. Spoerhase 75 13 0 06 Apr 2023
Fairness-aware Multi-view Clustering Lecheng Zheng Yada Zhu Jingrui He 84 6 0 11 Feb 2023
Cluster-level Group Representativity Fairness in $k$ -means Clustering Stanley Simoes Deepak P Muiris Maccarthaigh FaML 52 0 0 29 Dec 2022
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric Pengxin Zeng Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Xiaocui Peng 68 14 0 26 Sep 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
Constant-Factor Approximation Algorithms for Socially Fair $k$ -Clustering Mehrdad Ghadiri Mohit Singh Santosh Vempala 72 10 0 22 Jun 2022
Fairness-aware Model-agnostic Positive and Unlabeled Learning Ziwei Wu Jingrui He FaML 114 12 0 19 Jun 2022
Improved Approximation for Fair Correlation Clustering Sara Ahmadian Maryam Negahbani FaML OOD 51 11 0 09 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 57 4 0 30 May 2022
Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost Marina Knittel Max Springer John P. Dickerson Mohammadtaghi Hajiaghayi FedML 64 7 0 27 May 2022
Exploring Rawlsian Fairness for K-Means Clustering Stanley Simoes Deepak P Muiris Maccarthaigh FaML 33 3 0 04 May 2022
On consistency of constrained spectral clustering under representation-aware stochastic block model Shubham Gupta Ambedkar Dukkipati 87 1 0 03 Mar 2022
Fair Representation Clustering with Several Protected Classes Zhen Dai Yury Makarychev A. Vakilian FaML 120 9 0 03 Feb 2022
Approximating Fair Clustering with Cascaded Norm Objectives E. Chlamtác Yury Makarychev A. Vakilian 157 25 0 08 Nov 2021
Fairness Degrading Adversarial Attacks Against Clustering Algorithms Anshuman Chhabra Adish Singla P. Mohapatra 91 7 0 22 Oct 2021
Algorithm Fairness in AI for Medicine and Healthcare Richard J. Chen Tiffany Y. Chen Jana Lipkova Judy J. Wang Drew F. K. Williamson Ming Y. Lu S. Sahai Faisal Mahmood FaML 150 47 0 01 Oct 2021
A Sociotechnical View of Algorithmic Fairness Mateusz Dolata Stefan Feuerriegel Gerhard Schwabe FaML 76 101 0 27 Sep 2021
Efficient Algorithms For Fair Clustering with a New Fairness Notion Shivam Gupta Ganesh Ghalme N. C. Krishnan Shweta Jain FaML 108 8 0 02 Sep 2021
Fairness Through Counterfactual Utilities Jack Blandin Ian A. Kash FaML 76 2 0 11 Aug 2021
Trustworthy AI: A Computational Perspective Haochen Liu Yiqi Wang Wenqi Fan Xiaorui Liu Yaxin Li Shaili Jain Yunhao Liu Anil K. Jain Jiliang Tang FaML 192 212 0 12 Jul 2021
Better Algorithms for Individually Fair $k$ -Clustering Deeparnab Chakrabarty Maryam Negahbani 131 39 0 23 Jun 2021
Tight FPT Approximation for Socially Fair Clustering Dishant Goyal Ragesh Jaiswal 55 13 0 12 Jun 2021
A New Notion of Individually Fair Clustering: $α$ -Equitable $k$ -Center D. Chakrabarti John P. Dickerson Seyed-Alireza Esmaeili A. Srinivasan Leonidas Tsepenekas FaML FedML 69 23 0 09 Jun 2021
Fair Clustering Using Antidote Data Anshuman Chhabra Adish Singla P. Mohapatra FaML 98 16 0 01 Jun 2021
A Stochastic Alternating Balance $k$ -Means Algorithm for Fair Clustering Suyun Liu Luis Nunes Vicente 98 11 0 29 May 2021