Beyond Demographic Parity: Redefining Equal Treatment

14 March 2023

Papers citing "Beyond Demographic Parity: Redefining Equal Treatment"

7 / 7 papers shown

Title
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space Carlos Mougan Klaus Broelemann Gjergji Kasneci T. Tiropanis Steffen Staab FAtt 25 7 0 22 Oct 2022
A Survey on Bias in Visual Datasets Simone Fabbrizzi Symeon Papadopoulos Eirini Ntoutsi Y. Kompatsiaris 119 119 0 16 Jul 2021
Towards the Right Kind of Fairness in AI Boris Ruf Marcin Detyniecki 39 25 0 16 Feb 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 185 2,082 0 24 Oct 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 65 389 0 20 Oct 2016
On the Consistency of AUC Pairwise Optimization Wei Gao Zhi-Hua Zhou 61 123 0 03 Aug 2012