On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations

Marco Virgolin, Saverio Fracaros

Counterfactual explanations (CEs) are a powerful means for understanding how decisions made by algorithms can be changed. Researchers have proposed a number of desiderata that CEs…