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Efficient candidate screening under multiple tests and implications for fairness

Efficient candidate screening under multiple tests and implications for fairness

Lee Cohen
Zachary Chase Lipton
Yishay Mansour
ArXiv (abs)PDFHTML

Papers citing "Efficient candidate screening under multiple tests and implications for fairness"

6 / 6 papers shown
Title
Optimal Testing in the Experiment-rich Regime
Optimal Testing in the Experiment-rich Regime
S. Schmit
Virag Shah
Ramesh Johari
27
6
0
30 May 2018
Runaway Feedback Loops in Predictive Policing
Runaway Feedback Loops in Predictive Policing
D. Ensign
Sorelle A. Friedler
Scott Neville
C. Scheidegger
Suresh Venkatasubramanian
63
347
0
29 Jun 2017
Fairness in Criminal Justice Risk Assessments: The State of the Art
Fairness in Criminal Justice Risk Assessments: The State of the Art
R. Berk
Hoda Heidari
S. Jabbari
Michael Kearns
Aaron Roth
66
1,001
0
27 Mar 2017
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
2,131
0
24 Oct 2016
Equality of Opportunity in Supervised Learning
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
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

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