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Assessing Group Fairness with Social Welfare Optimization

Assessing Group Fairness with Social Welfare Optimization

V. Chen
J. N. Hooker
Derek Leben
ArXiv (abs)PDFHTML

Papers citing "Assessing Group Fairness with Social Welfare Optimization"

5 / 5 papers shown
Title
A Clarification of the Nuances in the Fairness Metrics Landscape
A Clarification of the Nuances in the Fairness Metrics Landscape
Alessandro Castelnovo
Riccardo Crupi
Greta Greco
D. Regoli
Ilaria Giuseppina Penco
A. Cosentini
FaML
51
189
0
01 Jun 2021
Fair Classification and Social Welfare
Fair Classification and Social Welfare
Lily Hu
Yiling Chen
FaML
71
90
0
01 May 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Alexandra Chouldechova
FaML
302
2,120
0
24 Oct 2016
Inherent Trade-Offs in the Fair Determination of Risk Scores
Inherent Trade-Offs in the Fair Determination of Risk Scores
Jon M. Kleinberg
S. Mullainathan
Manish Raghavan
FaML
121
1,775
0
19 Sep 2016
Certifying and removing disparate impact
Certifying and removing disparate impact
Michael Feldman
Sorelle A. Friedler
John Moeller
C. Scheidegger
Suresh Venkatasubramanian
FaML
201
1,993
0
11 Dec 2014

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