Fair Correlation Clustering

6 February 2020

Papers citing "Fair Correlation Clustering"

21 / 21 papers shown

Title
Diversity-aware clustering: Computational Complexity and Approximation Algorithms Suhas Thejaswi Ameet Gadekar Bruno Ordozgoiti Aristides Gionis 45 2 0 10 Jan 2024
Coresets for Clustering with Fairness Constraints Lingxiao Huang S. Jiang Nisheeth K. Vishnoi 62 101 0 20 Jun 2019
Variational Fair Clustering Imtiaz Masud Ziko Eric Granger Jing Yuan Ismail Ben Ayed 51 13 0 19 Jun 2019
Near Neighbor: Who is the Fairest of Them All? Sariel Har-Peled S. Mahabadi 21 21 0 06 Jun 2019
Achieving Fairness in Determining Medicaid Eligibility through Fairgroup Construction Boli Fang Miao Jiang Jerry Shen 21 2 0 01 Jun 2019
Clustering without Over-Representation Sara Ahmadian Alessandro Epasto Ravi Kumar Mohammad Mahdian 31 100 0 29 May 2019
Correlation Clustering with Adaptive Similarity Queries Marco Bressan Nicolò Cesa-Bianchi Andrea Paudice Fabio Vitale 35 18 0 28 May 2019
Proportionally Fair Clustering Xingyu Chen Brandon Fain Charles Lyu Kamesh Munagala FedML FaML 41 143 0 09 May 2019
Scalable Fair Clustering A. Backurs Piotr Indyk Krzysztof Onak B. Schieber A. Vakilian Tal Wagner 61 198 0 10 Feb 2019
Guarantees for Spectral Clustering with Fairness Constraints Matthäus Kleindessner Samira Samadi Pranjal Awasthi Jamie Morgenstern 52 155 0 24 Jan 2019
Fair k-Center Clustering for Data Summarization Matthäus Kleindessner Pranjal Awasthi Jamie Morgenstern 79 163 0 24 Jan 2019
Fair Algorithms for Clustering Suman Kalyan Bera Deeparnab Chakrabarty Nicolas J. Flores Maryam Negahbani FaML FedML 63 233 0 08 Jan 2019
Semi-supervised clustering for de-duplication Shrinu Kushagra Shai Ben-David Ihab F. Ilyas 15 9 0 10 Oct 2018
Fair Algorithms for Learning in Allocation Problems Hadi Elzayn S. Jabbari Christopher Jung Michael Kearns Seth Neel Aaron Roth Zachary Schutzman FaML 29 96 0 30 Aug 2018
Fair Clustering Through Fairlets Flavio Chierichetti Ravi Kumar Silvio Lattanzi Sergei Vassilvitskii FaML 53 430 0 15 Feb 2018
Fairness in Learning: Classic and Contextual Bandits Matthew Joseph Michael Kearns Jamie Morgenstern Aaron Roth FaML 45 473 0 23 May 2016
A new correlation clustering method for cancer mutation analysis Jack P. Hou A. Emad Gregory J. Puleo Jian Ma O. Milenkovic 113 23 0 25 Jan 2016
A Confidence-Based Approach for Balancing Fairness and Accuracy Benjamin Fish Jeremy Kun Á. Lelkes FaML 147 248 0 21 Jan 2016
Parallel Correlation Clustering on Big Graphs Xinghao Pan Dimitris Papailiopoulos Samet Oymak Benjamin Recht Kannan Ramchandran Michael I. Jordan 50 85 0 17 Jul 2015
Correlation Clustering and Biclustering with Locally Bounded Errors Gregory J. Puleo O. Milenkovic 25 40 0 26 Jun 2015
Certifying and removing disparate impact Michael Feldman Sorelle A. Friedler John Moeller C. Scheidegger Suresh Venkatasubramanian FaML 143 1,978 0 11 Dec 2014