Fair for All: Best-effort Fairness Guarantees for Classification

18 December 2020

Papers citing "Fair for All: Best-effort Fairness Guarantees for Classification"

5 / 5 papers shown

Title
FaiREE: Fair Classification with Finite-Sample and Distribution-Free Guarantee Puheng Li James Zou Linjun Zhang FaML 95 4 0 13 Mar 2025
Fairness Through Counterfactual Utilities Jack Blandin Ian A. Kash FaML 24 2 0 11 Aug 2021
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 256 489 0 31 Dec 2020
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 233 674 0 17 Feb 2018
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,087 0 24 Oct 2016