Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation

Junqi Jiang, Jianglin Lan, Francesco Leofante +2

Counterfactual Explanations (CEs) have received increasing interest as a major methodology for explaining neural network classifiers. Usually, CEs for an input-output pair are defi…