Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy

24 May 2022

Papers citing "Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy"

3 / 3 papers shown

Title
A Theoretical Approach to Characterize the Accuracy-Fairness Trade-off Pareto Frontier Hua Tang Lu Cheng Ninghao Liu Jundong Li FaML 27 1 0 19 Oct 2023
Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values Adrián Arnaiz-Rodríguez Nuria Oliver FedML TDI 10 2 0 03 Mar 2023
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,090 0 24 Oct 2016