Towards Standardizing AI Bias Exploration

29 May 2024

Papers citing "Towards Standardizing AI Bias Exploration"

6 / 6 papers shown

Title
A Comprehensive Survey and Classification of Evaluation Criteria for Trustworthy Artificial Intelligence Louise McCormack Malika Bendechache XAI 19 0 0 10 Oct 2024
FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability Md Fahim Sikder R. Ramachandranpillai Daniel de Leng Fredrik Heintz 28 2 0 20 Jun 2024
FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations Ioannis Sarridis C. Koutlis Symeon Papadopoulos Christos Diou 24 9 0 27 Apr 2023
Trustworthy AI: From Principles to Practices Bo-wen Li Peng Qi Bo Liu Shuai Di Jingen Liu Jiquan Pei Jinfeng Yi Bowen Zhou 105 349 0 04 Oct 2021
Characterizing Intersectional Group Fairness with Worst-Case Comparisons A. Ghosh Lea Genuit Mary Reagan FaML 79 49 0 05 Jan 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 286 4,143 0 23 Aug 2019