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Fairness in Clustering with Multiple Sensitive Attributes
v1v2 (latest)

Fairness in Clustering with Multiple Sensitive Attributes

International Conference on Extending Database Technology (EDBT), 2019
11 October 2019
Savitha Sam
Abraham • Deepak
Sowmya S. Sundaram
    FaML
ArXiv (abs)PDFHTML

Papers citing "Fairness in Clustering with Multiple Sensitive Attributes"

23 / 23 papers shown
Machine Learning with Multitype Protected Attributes: Intersectional Fairness through Regularisation
Machine Learning with Multitype Protected Attributes: Intersectional Fairness through Regularisation
Ho Ming Lee
Katrien Antonio
Benjamin Avanzi
Lorenzo Marchi
Rui Zhou
FaML
410
2
0
09 Sep 2025
The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework
The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework
Feiran Liu
Y. Zhang
Xinyi Huang
Yinan Peng
Xinfeng Li
...
Ranjie Duan
Simeng Qin
Yang Liu
Qingsong Wen
Wei Dong
PILM
327
8
0
25 May 2025
Fair Clustering with Clusterlets
Fair Clustering with Clusterlets
Mattia Setzu
Riccardo Guidotti
FaMLFedML
487
0
0
03 May 2025
A review of clustering models in educational data science towards
  fairness-aware learning
A review of clustering models in educational data science towards fairness-aware learning
Tai Le Quy
Gunnar Friege
Eirini Ntoutsi
FaML
339
25
0
09 Jan 2023
Cluster-level Group Representativity Fairness in $k$-means Clustering
Cluster-level Group Representativity Fairness in kkk-means Clustering
Stanley Simoes
Deepak P
Muiris Maccarthaigh
FaML
205
0
0
29 Dec 2022
FAL-CUR: Fair Active Learning using Uncertainty and Representativeness
  on Fair Clustering
FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair ClusteringExpert systems with applications (ESWA), 2022
R. Fajri
A. Saxena
Yulong Pei
Mykola Pechenizkiy
FaML
358
5
0
21 Sep 2022
Constant-Factor Approximation Algorithms for Socially Fair
  $k$-Clustering
Constant-Factor Approximation Algorithms for Socially Fair kkk-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
Measuring and mitigating voting access disparities: a study of race and polling locations in Florida and North CarolinaConference on Fairness, Accountability and Transparency (FAccT), 2022
Mohsen Abbasi
Suresh Venkatasubramanian
Sorelle A. Friedler
K. Lum
Calvin Barrett
226
4
0
30 May 2022
Exploring Rawlsian Fairness for K-Means Clustering
Exploring Rawlsian Fairness for K-Means Clustering
Stanley Simoes
Deepak P
Muiris Maccarthaigh
FaML
163
3
0
04 May 2022
Increasing Fairness in Predictions Using Bias Parity Score Based Loss
  Function Regularization
Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization
Bhanu Jain
Manfred Huber
R. Elmasri
169
3
0
05 Nov 2021
Fairness Degrading Adversarial Attacks Against Clustering Algorithms
Fairness Degrading Adversarial Attacks Against Clustering Algorithms
Anshuman Chhabra
Adish Singla
P. Mohapatra
308
8
0
22 Oct 2021
A survey on datasets for fairness-aware machine learning
A survey on datasets for fairness-aware machine learning
Tai Le Quy
Arjun Roy
Vasileios Iosifidis
Wenbin Zhang
Eirini Ntoutsi
FaML
500
339
0
01 Oct 2021
Efficient Algorithms For Fair Clustering with a New Fairness Notion
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
FiSH: Fair Spatial Hotspots
FiSH: Fair Spatial HotspotsData mining and knowledge discovery (DMKD), 2021
Deepak P
Sowmya S. Sundaram
311
1
0
01 Jun 2021
A Stochastic Alternating Balance $k$-Means Algorithm for Fair Clustering
A Stochastic Alternating Balance kkk-Means Algorithm for Fair ClusteringLearning and Intelligent Optimization (LION), 2021
Suyun Liu
Luis Nunes Vicente
330
13
0
29 May 2021
Approximation Algorithms for Socially Fair Clustering
Approximation Algorithms for Socially Fair ClusteringAnnual Conference Computational Learning Theory (COLT), 2021
Yury Makarychev
A. Vakilian
265
59
0
03 Mar 2021
Fairness through Social Welfare Optimization
Fairness through Social Welfare Optimization
V. Chen
J. N. Hooker
475
5
0
30 Jan 2021
Local Connectivity in Centroid Clustering
Local Connectivity in Centroid Clustering
Deepak P
96
1
0
11 Oct 2020
Representativity Fairness in Clustering
Representativity Fairness in Clustering
Deepak P
Savitha Sam Abraham
FaML
156
16
0
11 Oct 2020
Fair clustering via equitable group representations
Fair clustering via equitable group representations
Mohsen Abbasi
Aditya Bhaskara
Suresh Venkatasubramanian
FaMLFedML
372
99
0
19 Jun 2020
Fair Outlier Detection
Fair Outlier Detection
D. P.
Savitha Sam Abraham
FaML
355
17
0
20 May 2020
Fair Algorithms for Hierarchical Agglomerative Clustering
Fair Algorithms for Hierarchical Agglomerative Clustering
Anshuman Chhabra
P. Mohapatra
FaML
428
25
0
07 May 2020
Individual Fairness for $k$-Clustering
Individual Fairness for kkk-ClusteringInternational Conference on Machine Learning (ICML), 2020
S. Mahabadi
A. Vakilian
FaML
359
98
0
17 Feb 2020
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