A critical survey on fairness benefits of XAI

L Deck, J Schoeffer, M De-Arteaga… - XAI in Action: Past …, 2023 - openreview.net
In this critical survey, we analyze typical claims on the relationship between explainable AI
(XAI) and fairness to disentangle the multidimensional relationship between these two …

A Critical Survey on Fairness Benefits of Explainable AI

L Deck, J Schoeffer, M De-Arteaga, N Kühl - The 2024 ACM Conference …, 2024 - dl.acm.org
In this critical survey, we analyze typical claims on the relationship between explainable AI
(XAI) and fairness to disentangle the multidimensional relationship between these two …

A roadmap of explainable artificial intelligence: Explain to whom, when, what and how?

Z Wang, C Huang, X Yao - ACM Transactions on Autonomous and …, 2024 - dl.acm.org
Explainable artificial intelligence (XAI) has gained significant attention, especially in AI-
powered autonomous and adaptive systems (AASs). However, a discernible disconnect …