Clustering with Fair-Center Representation

Author:

Thejaswi Suhas1,Gadekar Ameet1,Ordozgoiti Bruno2,Osadnik Michal1

Affiliation:

1. Aalto University, Espoo, Finland

2. Queen Mary University of London, London, United Kingdom

Funder

European Research Council

Academy of Finland

Acacemy of Finland

Nokia Foundation

Publisher

ACM

Reference39 articles.

1. Better guarantees for k-means and euclidean k-median by primal-dual algorithms;Ahmadian Sara;SIAM J. Comput.,2019

2. Vijay Arya Naveen Garg Rohit Khandekar Adam Meyerson Kamesh Munagala and Vinayaka Pandit. 2001. Local-Search Heuristics for k-Median and Facility-Location Problems. In STOC. Vijay Arya Naveen Garg Rohit Khandekar Adam Meyerson Kamesh Munagala and Vinayaka Pandit. 2001. Local-Search Heuristics for k-Median and Facility-Location Problems. In STOC.

3. SIAM Journal on computing 33, 3;Arya Vijay,2004

4. Olivier Bachem , Mario Lucic , and Andreas Krause . 2017. Practical coreset constructions for machine learning. arXiv preprint arXiv:1703.06476 ( 2017 ). Olivier Bachem, Mario Lucic, and Andreas Krause. 2017. Practical coreset constructions for machine learning. arXiv preprint arXiv:1703.06476 (2017).

5. Arturs Backurs Piotr Indyk Krzysztof Onak Baruch Schieber Ali Vakilian and Tal Wagner. 2019. Scalable fair clustering. In ICML. Arturs Backurs Piotr Indyk Krzysztof Onak Baruch Schieber Ali Vakilian and Tal Wagner. 2019. Scalable fair clustering. In ICML.

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. F3KM: Federated, Fair, and Fast k-means;Proceedings of the ACM on Management of Data;2023-12-08

2. Parameterized Approximation Schemes for Clustering with General Norm Objectives;2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS);2023-11-06

3. Clustering with Fair-Center Representation;Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2022-08-14

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