A Systematic Approach to Group Fairness in Automated Decision Making

9 September 2021

Papers citing "A Systematic Approach to Group Fairness in Automated Decision Making"

7 / 7 papers shown

Title
Addressing multiple metrics of group fairness in data-driven decision making M. Miron Songül Tolan Emilia Gómez Carlos Castillo FaML 100 8 0 10 Mar 2020
On the Apparent Conflict Between Individual and Group Fairness Reuben Binns FaML 68 311 0 14 Dec 2019
Measurement and Fairness Abigail Z. Jacobs Hanna M. Wallach 78 390 0 11 Dec 2019
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias Rachel K. E. Bellamy Kuntal Dey Michael Hind Samuel C. Hoffman Stephanie Houde ... Diptikalyan Saha P. Sattigeri Moninder Singh Kush R. Varshney Yunfeng Zhang FaML SyDa 98 808 0 03 Oct 2018
Counterfactual Fairness Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo M. A. Silva FaML 215 1,580 0 20 Mar 2017
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 300 2,114 0 24 Oct 2016
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 119 1,771 0 19 Sep 2016