Ruth M. J. Byrne

Categorical and Continuous Features in Counterfactual Explanations of AI Systems

2023

Recently, eXplainable AI (XAI) research has focused on the use of counterfactual explanations to address interpretability, algorithmic recourse, and bias in AI system decision-making. The proponents of these algorithms claim they meet users’ requirements for …