Fairness-Accuracy Trade-Offs: A Causal Perspective

24 May 2024

Papers citing "Fairness-Accuracy Trade-Offs: A Causal Perspective"

3 / 3 papers shown

Title
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models Ruta Binkyte Ivaxi Sheth Zhijing Jin Mohammad Havaei Bernhard Schölkopf Mario Fritz 131 0 0 28 Feb 2025
Causal Conceptions of Fairness and their Consequences H. Nilforoshan Johann D. Gaebler Ravi Shroff Sharad Goel FaML 134 45 0 12 Jul 2022
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,082 0 24 Oct 2016