Viewing the process of generating counterfactuals as a source of knowledge: a new approach for explaining classifiers

Vincent Lemaire, Nathan Le Boudec, Victor Guyomard +1

There are now many explainable AI methods for understanding the decisions of a machine learning model. Among these are those based on counterfactual reasoning, which involve simula…