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A statistical framework for fair predictive algorithms

A statistical framework for fair predictive algorithms

K. Lum
J. Johndrow
    FaML
ArXiv (abs)PDFHTML

Papers citing "A statistical framework for fair predictive algorithms"

3 / 3 papers shown
Title
FaiREE: Fair Classification with Finite-Sample and Distribution-Free Guarantee
FaiREE: Fair Classification with Finite-Sample and Distribution-Free Guarantee
Puheng Li
James Zou
Linjun Zhang
FaML
497
4
0
13 Mar 2025
Interpretable Classification Models for Recidivism Prediction
Interpretable Classification Models for Recidivism Prediction
J. Zeng
Berk Ustun
Cynthia Rudin
FaML
79
247
0
26 Mar 2015
Certifying and removing disparate impact
Certifying and removing disparate impact
Michael Feldman
Sorelle A. Friedler
John Moeller
C. Scheidegger
Suresh Venkatasubramanian
FaML
201
1,992
0
11 Dec 2014

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