Tierney, Kevin

On the Hardness of Computing Counterfactual and Semifactual Explanations in XAI

2026

Providing clear explanations to the choices of machine learning models is essential for these models to be deployed in crucial applications. Counterfactual and semi-factual explanations have emerged as two mechanisms for providing users with insights …