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Proportionally Fair Clustering

9 May 2019

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 $k$ -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 $k$ -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 4,425 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