Hunting for Discriminatory Proxies in Linear Regression Models

16 October 2018

Papers citing "Hunting for Discriminatory Proxies in Linear Regression Models"

5 / 5 papers shown

Title
Formal Analysis of the API Proxy Problem S. Jha Mihai Christodorescu A. Pham 14 0 0 27 Feb 2023
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 11 241 0 01 Oct 2021
Learning Fair Representations for Kernel Models Zilong Tan Samuel Yeom Matt Fredrikson Ameet Talwalkar FaML 35 25 0 27 Jun 2019
FlipTest: Fairness Testing via Optimal Transport Emily Black Samuel Yeom Matt Fredrikson 30 94 0 21 Jun 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,092 0 24 Oct 2016