Hoeffding Concept Bottleneck Models with Applications to Overhead Images

Clément Bénard, Manon Arfib, Christophe Labreuche +1

Explainability of deep learning algorithms is critical for computer-vision applications with high-stakes decisions. Concept bottleneck models (CBM) have recently shown promising pe…