Explainable artificial intelligence (XAI) post-hoc explainability methods: Risks and limitations in non-discrimination law

D Vale, A El-Sharif, M Ali - AI and Ethics, 2022 - Springer
Organizations are increasingly employing complex black-box machine learning models in
high-stakes decision-making. A popular approach to addressing the problem of opacity of …

[PDF][PDF] Explainable artificial intelligence (XAI) post‑hoc explainability methods: risks and limitations in non‑discrimination law

D Vale, A El‑Sharif, M Ali - researchgate.net
Organizations are increasingly employing complex black-box machine learning models in
high-stakes decision-making. A popular approach to addressing the problem of opacity of …