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Approximation Algorithms for Socially Fair Clustering
Annual Conference Computational Learning Theory (COLT), 2021
3 March 2021
Yury Makarychev
A. Vakilian
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Papers citing
"Approximation Algorithms for Socially Fair Clustering"
18 / 18 papers shown
Welfare-Centric Clustering
Claire Jie Zhang
Seyed-Alireza Esmaeili
Jamie Morgenstern
146
0
0
14 Aug 2025
Near-feasible Fair Allocations in Two-sided Markets
ACM Conference on Economics and Computation (EC), 2025
Javier Cembrano
Andrés Moraga
Victor Verdugo
269
2
0
01 Jun 2025
Fair Clustering with Minimum Representation Constraints
Connor Lawless
Oktay Gunluk
245
2
0
04 Sep 2024
A Polynomial-Time Approximation for Pairwise Fair
k
k
k
-Median Clustering
Sayan Bandyapadhyay
E. Chlamtác
Yu. S. Makarychev
A. Vakilian
Yury Makarychev
Ali Vakilian
414
2
0
16 May 2024
Scalable Algorithms for Individual Preference Stable Clustering
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Ron Mosenzon
A. Vakilian
308
2
0
15 Mar 2024
A Scalable Algorithm for Individually Fair K-means Clustering
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
M. Bateni
Vincent Cohen-Addad
Alessandro Epasto
Silvio Lattanzi
390
14
0
09 Feb 2024
Approximation Algorithms for Fair Range Clustering
International Conference on Machine Learning (ICML), 2023
S. S. Hotegni
S. Mahabadi
A. Vakilian
256
25
0
11 Jun 2023
Parameterized Approximation for Robust Clustering in Discrete Geometric Spaces
International Colloquium on Automata, Languages and Programming (ICALP), 2023
F. Abbasi
Sandip Banerjee
J. Byrka
Parinya Chalermsook
Ameet Gadekar
K. Khodamoradi
D. Marx
Roohani Sharma
J. Spoerhase
186
6
0
12 May 2023
Parameterized Approximation Schemes for Clustering with General Norm Objectives
IEEE Annual Symposium on Foundations of Computer Science (FOCS), 2023
F. Abbasi
Sandip Banerjee
J. Byrka
Parinya Chalermsook
Ameet Gadekar
K. Khodamoradi
D. Marx
Roohani Sharma
J. Spoerhase
292
21
0
06 Apr 2023
Fair Minimum Representation Clustering
Connor Lawless
Oktay Gunluk
FaML
363
2
0
06 Feb 2023
Balancing Utility and Fairness in Submodular Maximization (Technical Report)
International Conference on Extending Database Technology (EDBT), 2022
Yanhao Wang
Yuchen Li
Francesco Bonchi
Ying Wang
379
7
0
02 Nov 2022
Individual Preference Stability for Clustering
International Conference on Machine Learning (ICML), 2022
Saba Ahmadi
Pranjal Awasthi
Samir Khuller
Matthäus Kleindessner
Jamie Morgenstern
Pattara Sukprasert
A. Vakilian
371
13
0
07 Jul 2022
Constant-Factor Approximation Algorithms for Socially Fair
k
k
k
-Clustering
Mehrdad Ghadiri
Mohit Singh
Santosh Vempala
207
11
0
22 Jun 2022
Measuring and mitigating voting access disparities: a study of race and polling locations in Florida and North Carolina
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Mohsen Abbasi
Suresh Venkatasubramanian
Sorelle A. Friedler
K. Lum
Calvin Barrett
232
4
0
30 May 2022
Fair Representation Clustering with Several Protected Classes
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Zhen Dai
Yury Makarychev
A. Vakilian
FaML
369
11
0
03 Feb 2022
Approximating Fair Clustering with Cascaded Norm Objectives
E. Chlamtác
Yury Makarychev
A. Vakilian
275
33
0
08 Nov 2021
Efficient Algorithms For Fair Clustering with a New Fairness Notion
Shivam Gupta
Ganesh Ghalme
N. C. Krishnan
Shweta Jain
FaML
503
12
0
02 Sep 2021
Tight FPT Approximation for Socially Fair Clustering
Information Processing Letters (IPL), 2021
Dishant Goyal
Ragesh Jaiswal
256
17
0
12 Jun 2021
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