Antoine Roquilly

Counterfactual Explanations for Learning From Interpretation Transitions

2025 · HAL (Le Centre pour la Communication Scientifique Directe)

<div> Counterfactual explanations are instrumental in helping humans gain insight into the decision-making processes of artificial intelligence systems by illustrating the effects of altering specific input variables. By presenting hypothetical scenarios, they foster transparency in …