Post-hoc Stochastic Concept Bottleneck Models

Wiktor Jan Hoffmann, Sonia Laguna, Moritz Vandenhirtz +2

Concept Bottleneck Models (CBMs) are interpretable models that predict the target variable through high-level human-understandable concepts, allowing users to intervene on mispredi…