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Individual Fairness for $k$ -Clustering

17 February 2020

Papers citing "Individual Fairness for $k$-Clustering"

50 / 55 papers shown

Title
A Computational Approach to Improving Fairness in K-means Clustering Guancheng Zhou Haiping Xu Hongkang Xu Chenyu Li Donghui Yan FaML 47 0 0 29 May 2025
A Semidefinite Relaxation Approach for Fair Graph Clustering Sina Baharlouei Sadra Sabouri 58 0 0 19 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
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 90 0 0 24 Mar 2024
Scalable Algorithms for Individual Preference Stable Clustering Ron Mosenzon A. Vakilian 80 3 0 15 Mar 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
Proportional Representation in Metric Spaces and Low-Distortion Committee Selection Y. Kalayci David Kempe Vikram Kher 75 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
Fair Wasserstein Coresets Zikai Xiong Niccolò Dalmasso Shubham Sharma Freddy Lecue Daniele Magazzeni Vamsi K. Potluru T. Balch Manuela Veloso 76 2 0 09 Nov 2023
Sanitized Clustering against Confounding Bias Yinghua Yao Yuangang Pan Jing Li Ivor W. Tsang Xin Yao CML 39 4 0 02 Nov 2023
Proportional Fairness in Clustering: A Social Choice Perspective Leon Kellerhals Jannik Peters 75 14 0 27 Oct 2023
Constant Approximation for Individual Preference Stable Clustering Anders Aamand Justin Y. Chen Allen Liu Sandeep Silwal Pattara Sukprasert A. Vakilian Fred Zhang 40 4 0 28 Sep 2023
Spectral Normalized-Cut Graph Partitioning with Fairness Constraints Jia Li Yanhao Wang Arpit Merchant 65 1 0 22 Jul 2023
Approximation Algorithms for Fair Range Clustering S. S. Hotegni S. Mahabadi A. Vakilian 60 19 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 44 3 0 27 May 2023
Inductive Graph Unlearning Cheng-Long Wang Mengdi Huai Di Wang MU 57 29 0 06 Apr 2023
AI and Core Electoral Processes: Mapping the Horizons Deepak P Stanley Simoes Muiris Maccarthaigh 45 4 0 07 Feb 2023
Fair Spatial Indexing: A paradigm for Group Spatial Fairness Sina shaham Gabriel Ghinita Cyrus Shahabi 49 0 0 05 Feb 2023
Can Evolutionary Clustering Have Theoretical Guarantees? Chao Qian 63 3 0 04 Dec 2022
Bicriteria Approximation Algorithms for Priority Matroid Median Tanvi Bajpai C. Chekuri 60 1 0 04 Oct 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 60 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 67 10 0 22 Jun 2022
Exploring Rawlsian Fairness for K-Means Clustering Stanley Simoes Deepak P Muiris Maccarthaigh FaML 33 3 0 04 May 2022
Models and Mechanisms for Spatial Data Fairness Sina shaham Gabriel Ghinita Cyrus Shahabi 68 10 0 04 Apr 2022
On consistency of constrained spectral clustering under representation-aware stochastic block model Shubham Gupta Ambedkar Dukkipati 80 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
Modification-Fair Cluster Editing Vincent Froese Leon Kellerhals R. Niedermeier 64 12 0 06 Dec 2021
Approximating Fair Clustering with Cascaded Norm Objectives E. Chlamtác Yury Makarychev A. Vakilian 157 25 0 08 Nov 2021
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 100 252 0 01 Oct 2021
A Sociotechnical View of Algorithmic Fairness Mateusz Dolata Stefan Feuerriegel Gerhard Schwabe FaML 76 100 0 27 Sep 2021
Feature-based Individual Fairness in k-Clustering Debajyoti Kar Mert Kosan Debmalya Mandal Sourav Medya A. Silva P. Dey Swagato Sanyal FaML 97 10 0 09 Sep 2021
Efficient Algorithms For Fair Clustering with a New Fairness Notion Shivam Gupta Ganesh Ghalme N. C. Krishnan Shweta Jain FaML 90 8 0 02 Sep 2021
Near-Optimal Explainable $k$ -Means for All Dimensions Moses Charikar Lunjia Hu 57 18 0 29 Jun 2021
Better Algorithms for Individually Fair $k$ -Clustering Deeparnab Chakrabarty Maryam Negahbani 131 39 0 23 Jun 2021
Fair Clustering Under a Bounded Cost Seyed-Alireza Esmaeili Brian Brubach A. Srinivasan John P. Dickerson 58 27 0 14 Jun 2021
Tight FPT Approximation for Socially Fair Clustering Dishant Goyal Ragesh Jaiswal 36 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 53 23 0 09 Jun 2021
A Stochastic Alternating Balance $k$ -Means Algorithm for Fair Clustering Suyun Liu Luis Nunes Vicente 98 11 0 29 May 2021
Deep Fair Discriminative Clustering Hongjing Zhang Ian Davidson FaML 36 11 0 28 May 2021
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions Shubham Gupta Ambedkar Dukkipati 64 8 0 08 May 2021
Revisiting Priority $k$ -Center: Fairness and Outliers Tanvi Bajpai Deeparnab Chakrabarty C. Chekuri Maryam Negahbani 64 11 0 04 Mar 2021
Approximation Algorithms for Socially Fair Clustering Yury Makarychev A. Vakilian 78 50 0 03 Mar 2021
Learning to Generate Fair Clusters from Demonstrations Sainyam Galhotra Sandhya Saisubramanian S. Zilberstein FaML 70 9 0 08 Feb 2021
A Pairwise Fair and Community-preserving Approach to k-Center Clustering Brian Brubach D. Chakrabarti John P. Dickerson Samir Khuller A. Srinivasan Leonidas Tsepenekas FaML 58 37 0 14 Jul 2020
Distributional Individual Fairness in Clustering Nihesh Anderson S. Bera Syamantak Das Yang Liu FedML FaML 53 21 0 22 Jun 2020
Fair clustering via equitable group representations Mohsen Abbasi Aditya Bhaskara Suresh Venkatasubramanian FaML FedML 92 87 0 19 Jun 2020

Individual Fairness for kkk-Clustering

Papers citing "Individual Fairness for $k$-Clustering"

Individual Fairness for $k$ -Clustering