Fairness with Overlapping Groups

24 June 2020

Papers citing "Fairness with Overlapping Groups"

10 / 10 papers shown

Title
Consistent Classification with Generalized Metrics Xiaoyang Wang Ran Li Bowei Yan Oluwasanmi Koyejo 33 8 0 24 Aug 2019
An Intersectional Definition of Fairness James R. Foulds Rashidul Islam Kamrun Naher Keya Shimei Pan FaML 48 187 0 22 Jul 2018
Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints Andrew Cotter Maya R. Gupta Heinrich Jiang Nathan Srebro Karthik Sridharan S. Wang Blake E. Woodworth Seungil You FaML 36 105 0 29 Jun 2018
Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees L. E. Celis Lingxiao Huang Vijay Keswani Nisheeth K. Vishnoi FaML 152 306 0 15 Jun 2018
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics Bowei Yan Oluwasanmi Koyejo Kai Zhong Pradeep Ravikumar 44 31 0 02 Jun 2018
A Reductions Approach to Fair Classification Alekh Agarwal A. Beygelzimer Miroslav Dudík John Langford Hanna M. Wallach FaML 138 1,094 0 06 Mar 2018
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness Michael Kearns Seth Neel Aaron Roth Zhiwei Steven Wu FaML 109 775 0 14 Nov 2017
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 285 2,098 0 24 Oct 2016
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 126 4,276 0 07 Oct 2016
Convex Calibration Dimension for Multiclass Loss Matrices H. G. Ramaswamy S. Agarwal 43 47 0 12 Aug 2014