Uncovering the Source of Machine Bias

9 January 2022

Papers citing "Uncovering the Source of Machine Bias"

9 / 9 papers shown

Title
Crowd, Lending, Machine, and Bias Runshan Fu Yan-ping Huang P. Singh FaML HAI 25 72 0 20 Jul 2020
Algorithmic Fairness Dana Pessach E. Shmueli FaML 53 388 0 21 Jan 2020
Optimal Sparse Decision Trees Xiyang Hu Cynthia Rudin Margo Seltzer 103 174 0 29 Apr 2019
Discrimination in the Age of Algorithms Jon M. Kleinberg J. Ludwig S. Mullainathan C. Sunstein FaML 32 324 0 11 Feb 2019
A Convex Framework for Fair Regression R. Berk Hoda Heidari S. Jabbari Matthew Joseph Michael Kearns Jamie Morgenstern Seth Neel Aaron Roth FaML 107 342 0 07 Jun 2017
A statistical framework for fair predictive algorithms K. Lum J. Johndrow FaML 283 105 0 25 Oct 2016
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 295 2,109 0 24 Oct 2016
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 192 4,301 0 07 Oct 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 579 38,735 0 09 Mar 2016