A Survey on the Robustness of Feature Importance and Counterfactual Explanations

Saumitra Mishra, Sanghamitra Dutta, Jason Long +1

There exist several methods that aim to address the crucial task of understanding the behaviour of AI/ML models. Arguably, the most popular among them are local explanations that f…