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1905.03674
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Proportionally Fair Clustering
9 May 2019
Xingyu Chen
Brandon Fain
Charles Lyu
Kamesh Munagala
FedML
FaML
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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
k
k
-Means and
k
k
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
k
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
k
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
k
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
k
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
α
α
-Equitable
k
k
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
k
k
-Means Algorithm for Fair Clustering
Suyun Liu
Luis Nunes Vicente
98
11
0
29 May 2021
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