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Proportionally Fair Clustering
v1v2v3 (latest)

Proportionally Fair Clustering

9 May 2019
Xingyu Chen
Brandon Fain
Charles Lyu
Kamesh Munagala
    FedMLFaML
ArXiv (abs)PDFHTML

Papers citing "Proportionally Fair Clustering"

28 / 78 papers shown
Title
Deep Fair Discriminative Clustering
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
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
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
Fairness-aware Outlier Ensemble
Haoyu Liu
Fenglong Ma
Shibo He
Jiming Chen
Jing Gao
44
3
0
17 Mar 2021
Revisiting Priority $k$-Center: Fairness and Outliers
Revisiting Priority kkk-Center: Fairness and Outliers
Tanvi Bajpai
Deeparnab Chakrabarty
C. Chekuri
Maryam Negahbani
64
11
0
04 Mar 2021
Approximation Algorithms for Socially Fair Clustering
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
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
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
Local Connectivity in Centroid Clustering
Deepak P
21
1
0
11 Oct 2020
Representativity Fairness in Clustering
Representativity Fairness in Clustering
Deepak P
Savitha Sam Abraham
FaML
40
14
0
11 Oct 2020
Fairness in Machine Learning: A Survey
Fairness in Machine Learning: A Survey
Simon Caton
C. Haas
FaML
116
656
0
04 Oct 2020
Fairness Constraints in Semi-supervised Learning
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
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
Distributional Individual Fairness in Clustering
Nihesh Anderson
S. Bera
Syamantak Das
Yang Liu
FedMLFaML
63
21
0
22 Jun 2020
Fair clustering via equitable group representations
Fair clustering via equitable group representations
Mohsen Abbasi
Aditya Bhaskara
Suresh Venkatasubramanian
FaMLFedML
94
87
0
19 Jun 2020
Fair Hierarchical Clustering
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
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
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
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
Fair Algorithms for Hierarchical Agglomerative Clustering
Anshuman Chhabra
P. Mohapatra
FaML
71
20
0
07 May 2020
Individual Fairness for $k$-Clustering
Individual Fairness for kkk-Clustering
S. Mahabadi
A. Vakilian
FaML
114
85
0
17 Feb 2020
Fair Correlation Clustering
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
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
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
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDaFaML
605
4,425
0
23 Aug 2019
Coresets for Clustering with Fairness Constraints
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
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
Fair Algorithms for Clustering
Suman Kalyan Bera
Deeparnab Chakrabarty
Nicolas J. Flores
Maryam Negahbani
FaMLFedML
79
242
0
08 Jan 2019
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