Issues with post-hoc counterfactual explanations: a discussion

Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala +1

Counterfactual post-hoc interpretability approaches have been proven to be useful tools to generate explanations for the predictions of a trained blackbox classifier. However, the…