A Framework for Causal Concept-based Model Explanations

Anna Rodum Bjøru, Jacob Lysnæs-Larsen, Oskar Jørgensen +2

This work presents a conceptual framework for causal concept-based post-hoc Explainable Artificial Intelligence (XAI), based on the requirements that explanations for non-interpret…