Error Parity Fairness: Testing for Group Fairness in Regression Tasks

16 August 2022

Papers citing "Error Parity Fairness: Testing for Group Fairness in Regression Tasks"

5 / 5 papers shown

Title
RobustFair: Adversarial Evaluation through Fairness Confusion Directed Gradient Search Xuran Li Peng Wu Kaixiang Dong Zhen Zhang Yanting Chen AAML 19 0 0 18 May 2023
Towards clinical AI fairness: A translational perspective Mingxuan Liu Yilin Ning Salinelat Teixayavong M. Mertens Jie Xu ... Ravi Chandran Narrendar Fei-Yue Wang L. A. Celi M. Ong Nan Liu FaML 15 0 0 26 Apr 2023
Uncovering Bias in Personal Informatics Sofia Yfantidou Pavlos Sermpezis Athena Vakali R. Baeza-Yates 24 6 0 27 Mar 2023
Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems Mostafa M. Mohamed Björn W. Schuller 11 5 0 02 Feb 2022
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