Proportionally Fair Clustering

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Proportionally Fair Clustering

9 May 2019

Kamesh Munagala

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Papers citing "Proportionally Fair Clustering"

19 / 19 papers shown

Title
Proportionality in Practice: Quantifying Proportionality in Ordinal Elections Tuva Bardal Markus Brill David McCune Jannik Peters 76 1 0 01 May 2025
The Panel Complexity of Sortition: Is 12 Angry Men Enough? Johannes Brustle Simone Fioravanti Tomasz Ponitka Jeremy Vollen 82 0 0 29 Apr 2025
A Polynomial-Time Approximation for Pairwise Fair $k$ -Median Clustering Sayan Bandyapadhyay E. Chlamtác Yu. S. Makarychev A. Vakilian Yury Makarychev Ali Vakilian 92 1 0 16 May 2024
Diversity-aware clustering: Computational Complexity and Approximation Algorithms Suhas Thejaswi Ameet Gadekar Bruno Ordozgoiti Aristides Gionis 76 3 0 10 Jan 2024
Fair Algorithms for Clustering Suman Kalyan Bera Deeparnab Chakrabarty Nicolas J. Flores Maryam Negahbani FaML FedML 75 241 0 08 Jan 2019
Fairness Without Demographics in Repeated Loss Minimization Tatsunori B. Hashimoto Megha Srivastava Hongseok Namkoong Percy Liang FaML 117 585 0 20 Jun 2018
Fair Allocation of Indivisible Public Goods Brandon Fain Kamesh Munagala Nisarg Shah 40 115 0 08 May 2018
Fair Clustering Through Fairlets Flavio Chierichetti Ravi Kumar Silvio Lattanzi Sergei Vassilvitskii FaML 75 437 0 15 Feb 2018
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness Michael Kearns Seth Neel Aaron Roth Zhiwei Steven Wu FaML 202 784 0 14 Nov 2017
On Fairness and Calibration Geoff Pleiss Manish Raghavan Felix Wu Jon M. Kleinberg Kilian Q. Weinberger FaML 205 880 0 06 Sep 2017
From Parity to Preference-based Notions of Fairness in Classification Muhammad Bilal Zafar Isabel Valera Manuel Gomez Rodriguez Krishna P. Gummadi Adrian Weller FaML 92 208 0 30 Jun 2017
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment Muhammad Bilal Zafar Isabel Valera Manuel Gomez Rodriguez Krishna P. Gummadi FaML 208 1,214 0 26 Oct 2016
The Core of the Participatory Budgeting Problem Brandon Fain Ashish Goel Kamesh Munagala 44 110 0 11 Oct 2016
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 236 4,341 0 07 Oct 2016
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 122 1,783 0 19 Sep 2016
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 223 2,678 0 25 Aug 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 114 3,156 0 21 Jul 2016
Justified Representation in Approval-Based Committee Voting Haris Aziz Markus Brill Vincent Conitzer Edith Elkind Rupert Freeman T. Walsh 121 331 0 31 Jul 2014
Optimal Time Bounds for Approximate Clustering Ramgopal R. Mettu Greg Plaxton 80 121 0 12 Dec 2012