Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference

19 October 2020

Papers citing "Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference"

5 / 5 papers shown

Title
A structured regression approach for evaluating model performance across intersectional subgroups Christine Herlihy Kimberly Truong Alexandra Chouldechova Miroslav Dudik 12 4 0 26 Jan 2024
Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations Ainhize Barrainkua Paula Gordaliza Jose A. Lozano Novi Quadrianto 13 1 0 02 Feb 2023
Don't Lie to Me: Avoiding Malicious Explanations with STEALTH Lauren Alvarez Tim Menzies 10 2 0 25 Jan 2023
Bounding and Approximating Intersectional Fairness through Marginal Fairness M. Molina P. Loiseau 11 7 0 12 Jun 2022
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 185 2,079 0 24 Oct 2016