Do Concept Bottleneck Models Respect Localities?

Naveen Raman, Mateo Espinosa Zarlenga, Juyeon Heo +1

Concept-based explainability methods use human-understandable intermediaries to produce explanations for machine learning models. These methods assume concept predictions can help…