Debugging Concept Bottleneck Models through Removal and Retraining

Eric Enouen, Sainyam Galhotra

Concept Bottleneck Models (CBMs) use a set of human-interpretable concepts to predict the final task label, enabling domain experts to not only validate the CBM's predictions, but…