Rigorous Probabilistic Guarantees for Robust Counterfactual Explanations

Luca Marzari, Francesco Leofante, Ferdinando Cicalese +1

We study the problem of assessing the robustness of counterfactual explanations for deep learning models. We focus on $\text{plausible model shifts}$ altering model parameters an…