Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances

17 September 2022

Max Hort

Papers citing "Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances"

3 / 3 papers shown

Title
MAFT: Efficient Model-Agnostic Fairness Testing for Deep Neural Networks via Zero-Order Gradient Search Zhaohui Wang Min Zhang Jingran Yang Bojie Shao Min Zhang 56 4 0 31 Dec 2024
Search-Based Fairness Testing: An Overview Hussaini Mamman S. Basri A. Balogun A. A. Imam Ganesh M. Kumar L. F. Capretz 40 1 0 10 Nov 2023
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 344 4,230 0 23 Aug 2019