Realistic Counterfactual Explanations via Denial Constraints

Avia Asael, Nave Frost, Amir Gilad +1

In the realm of Explainable AI, classification results are often explained via counterfactuals (CFs for short), which are (ideally small) perturbations to an instance that lead to…