Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels

Oleksii Furman, Patryk Wielopolski, Łukasz Lenkiewicz +2

The growing complexity of AI systems has intensified the need for transparency through Explainable AI (XAI). Counterfactual explanations (CFs) offer actionable "what-if" scenarios…