CONFEX: Uncertainty-Aware Counterfactual Explanations with Conformal Guarantees

Aman Bilkhoo, Mehran Hosseini, Milad Kazemi +1

Counterfactual explanations (CFXs) provide human-understandable justifications for model predictions, enabling actionable recourse and enhancing interpretability. To be reliable, C…