Leakage and Interpretability in Concept-Based Models

Enrico Parisini, Tapabrata Chakraborti, Chris Harbron +2

Concept-based Models aim to improve interpretability by predicting high-level intermediate concepts, representing a promising approach for deployment in high-risk scenarios. Howeve…