Counterfactual Generation with Knockoffs

Oana-Iuliana Popescu, Maha Shadaydeh, Joachim Denzler

Human interpretability of deep neural networks' decisions is crucial, especially in domains where these directly affect human lives. Counterfactual explanations of already trained…