Testing Group Fairness via Optimal Transport Projections

2 June 2021

Papers citing "Testing Group Fairness via Optimal Transport Projections"

8 / 8 papers shown

Title
Optimal Transport for Measures with Noisy Tree Metric Tam Le Truyen V. Nguyen Kenji Fukumizu OT 34 4 0 20 Oct 2023
Auditing Fairness by Betting Ben Chugg Santiago Cortes-Gomez Bryan Wilder Aaditya Ramdas MLAU 45 7 0 27 May 2023
RobustFair: Adversarial Evaluation through Fairness Confusion Directed Gradient Search Xuran Li Peng Wu Kaixiang Dong Zhen Zhang Yanting Chen AAML 26 0 0 18 May 2023
Optimal Transport of Classifiers to Fairness Maarten Buyl T. D. Bie FaML 13 10 0 08 Feb 2022
Distributionally Robust Fair Principal Components via Geodesic Descents Hieu Vu Toan M. Tran Man-Chung Yue Viet Anh Nguyen 27 14 0 07 Feb 2022
Auditing ML Models for Individual Bias and Unfairness Songkai Xue Mikhail Yurochkin Yuekai Sun MLAU 40 23 0 11 Mar 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 344 4,230 0 23 Aug 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,091 0 24 Oct 2016