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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"
28 / 78 papers shown
Title
Deep Fair Discriminative Clustering
Hongjing Zhang
Ian Davidson
FaML
46
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
The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification
Haochen Liu
Wei Jin
Hamid Karimi
Zitao Liu
Jiliang Tang
54
32
0
06 May 2021
Fairness-aware Outlier Ensemble
Haoyu Liu
Fenglong Ma
Shibo He
Jiming Chen
Jing Gao
44
3
0
17 Mar 2021
Revisiting Priority
k
k
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
88
50
0
03 Mar 2021
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem
Adarsh Barik
Jean Honorio
FaML
42
7
0
19 Feb 2021
Fair for All: Best-effort Fairness Guarantees for Classification
A. Krishnaswamy
Zhihao Jiang
Kangning Wang
Yu Cheng
Kamesh Munagala
FaML
180
10
0
18 Dec 2020
Local Connectivity in Centroid Clustering
Deepak P
21
1
0
11 Oct 2020
Representativity Fairness in Clustering
Deepak P
Savitha Sam Abraham
FaML
40
14
0
11 Oct 2020
Fairness in Machine Learning: A Survey
Simon Caton
C. Haas
FaML
116
656
0
04 Oct 2020
Fairness Constraints in Semi-supervised Learning
Tao Zhang
Tianqing Zhu
Mengde Han
Jing Li
Wanlei Zhou
Philip S. Yu
FaML
72
7
0
14 Sep 2020
On Coresets for Fair Clustering in Metric and Euclidean Spaces and Their Applications
Sayan Bandyapadhyay
F. Fomin
Kirill Simonov
70
44
0
20 Jul 2020
Distributional Individual Fairness in Clustering
Nihesh Anderson
S. Bera
Syamantak Das
Yang Liu
FedML
FaML
63
21
0
22 Jun 2020
Fair clustering via equitable group representations
Mohsen Abbasi
Aditya Bhaskara
Suresh Venkatasubramanian
FaML
FedML
94
87
0
19 Jun 2020
Fair Hierarchical Clustering
Sara Ahmadian
Alessandro Epasto
Marina Knittel
Ravi Kumar
Mohammad Mahdian
Benjamin Moseley
Philip Pham
Sergei Vassilvtiskii
Yuyan Wang
FaML
82
47
0
18 Jun 2020
Socially Fair k-Means Clustering
Mehrdad Ghadiri
Samira Samadi
Santosh Vempala
FaML
44
2
0
17 Jun 2020
Hypergraph Clustering for Finding Diverse and Experienced Groups
Ilya Amburg
Nate Veldt
Austin R. Benson
80
5
0
10 Jun 2020
A Notion of Individual Fairness for Clustering
Matthäus Kleindessner
Pranjal Awasthi
Jamie Morgenstern
FaML
86
30
0
08 Jun 2020
Fair Algorithms for Hierarchical Agglomerative Clustering
Anshuman Chhabra
P. Mohapatra
FaML
71
20
0
07 May 2020
Individual Fairness for
k
k
k
-Clustering
S. Mahabadi
A. Vakilian
FaML
114
85
0
17 Feb 2020
Fair Correlation Clustering
Sara Ahmadian
Alessandro Epasto
Ravi Kumar
Mohammad Mahdian
FaML
70
68
0
06 Feb 2020
Does Gender Matter? Towards Fairness in Dialogue Systems
Haochen Liu
Jamell Dacon
Wenqi Fan
Hui Liu
Zitao Liu
Jiliang Tang
161
144
0
16 Oct 2019
Fairness in Clustering with Multiple Sensitive Attributes
Savitha Sam
Abraham • Deepak
Sowmya S. Sundaram
FaML
69
43
0
11 Oct 2019
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDa
FaML
605
4,429
0
23 Aug 2019
Coresets for Clustering with Fairness Constraints
Lingxiao Huang
S. Jiang
Nisheeth K. Vishnoi
129
105
0
20 Jun 2019
Attraction-Repulsion clustering with applications to fairness
E. del Barrio
Hristo Inouzhe
Jean-Michel Loubes
FaML
71
2
0
10 Apr 2019
Fair Algorithms for Clustering
Suman Kalyan Bera
Deeparnab Chakrabarty
Nicolas J. Flores
Maryam Negahbani
FaML
FedML
79
242
0
08 Jan 2019
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