2024
Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals
AAAI 2024technical
Counterfactual explanations offer an intuitive and straightforward way to explain black-box models and offer algorithmic recourse to individuals. To address the need for plausible explanations, existing work has primarily relied on surrogate models to learn how the input data is distributed. This ef…