A Statistical Test for Probabilistic Fairness

9 December 2020

Papers citing "A Statistical Test for Probabilistic Fairness"

9 / 9 papers shown

Title
Testing for Causal Fairness Jiarun Fu LiZhong Ding Pengqi Li Qiuning Wei Yurong Cheng Xu Chen 49 0 0 18 Feb 2025
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 58 0 0 13 Mar 2024
Auditing Fairness by Betting Ben Chugg Santiago Cortes-Gomez Bryan Wilder Aaditya Ramdas MLAU 45 7 0 27 May 2023
Diverse Perspectives Can Mitigate Political Bias in Crowdsourced Content Moderation Jacob Thebault-Spieker Sukrit Venkatagiri Naomi Mine Kurt Luther 20 3 0 23 May 2023
Explainable Global Fairness Verification of Tree-Based Classifiers Stefano Calzavara Lorenzo Cazzaro Claudio Lucchese Federico Marcuzzi 24 2 0 27 Sep 2022
Optimal Transport of Classifiers to Fairness Maarten Buyl T. D. Bie FaML 11 10 0 08 Feb 2022
Auditing ML Models for Individual Bias and Unfairness Songkai Xue Mikhail Yurochkin Yuekai Sun MLAU 40 22 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 323 4,203 0 23 Aug 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,082 0 24 Oct 2016