Taking the Whys Seriously: Limitations of Counterfactual Explanations in Justification and Recourse

Mattia Cerrato, Otto Sahlgren, Xenia Heilmann

Counterfactual explanations (CEs) are widely used in explainable artificial intelligence (AI) to show how a model's outputs would change if the input features were manipulated. Thi…