Interventions Against Machine-Assisted Statistical Discrimination

6 October 2023

Papers citing "Interventions Against Machine-Assisted Statistical Discrimination"

10 / 10 papers shown

Title
Unpacking the Black Box: Regulating Algorithmic Decisions Laura Blattner Scott Nelson Jann Spiess MLAU FaML 47 19 0 05 Oct 2021
Performative Prediction Juan C. Perdomo Tijana Zrnic Celestine Mendler-Dünner Moritz Hardt 132 317 0 16 Feb 2020
Dynamic Modeling and Equilibria in Fair Decision Making Joshua H. Williams J. Zico Kolter FaML 41 14 0 15 Nov 2019
Fair Classification and Social Welfare Lily Hu Yiling Chen FaML 58 90 0 01 May 2019
Discrimination in the Age of Algorithms Jon M. Kleinberg J. Ludwig S. Mullainathan C. Sunstein FaML 32 325 0 11 Feb 2019
How Do Classifiers Induce Agents To Invest Effort Strategically? Jon M. Kleinberg Manish Raghavan 78 144 0 13 Jul 2018
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 213 4,305 0 07 Oct 2016
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 102 1,768 0 19 Sep 2016
Certifying and removing disparate impact Michael Feldman Sorelle A. Friedler John Moeller C. Scheidegger Suresh Venkatasubramanian FaML 187 1,984 0 11 Dec 2014