Fair Classification via Unconstrained Optimization

21 May 2020

Papers citing "Fair Classification via Unconstrained Optimization"

6 / 6 papers shown

Title
Bayes-Optimal Classifiers under Group Fairness Xianli Zeng Edgar Dobriban Guang Cheng FaML 19 22 0 20 Feb 2022
Fairness through Social Welfare Optimization V. Chen J. N. Hooker 18 1 0 30 Jan 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,203 0 23 Aug 2019
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 233 673 0 17 Feb 2018
A statistical framework for fair predictive algorithms K. Lum J. Johndrow FaML 177 104 0 25 Oct 2016
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,082 0 24 Oct 2016