Navigating Fairness Measures and Trade-Offs

17 July 2023

Papers citing "Navigating Fairness Measures and Trade-Offs"

4 / 4 papers shown

Title
To the Fairness Frontier and Beyond: Identifying, Quantifying, and Optimizing the Fairness-Accuracy Pareto Frontier Camille Olivia Little Michael Weylandt Genevera I. Allen 56 13 0 31 May 2022
Fairness in Credit Scoring: Assessment, Implementation and Profit Implications Nikita Kozodoi Johannes Jacob Stefan Lessmann FaML 54 116 0 02 Mar 2021
Survey on Causal-based Machine Learning Fairness Notions K. Makhlouf Sami Zhioua C. Palamidessi FaML 51 84 0 19 Oct 2020
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 119 1,771 0 19 Sep 2016