Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency

Maor Dikter, Tsachi Blau, Chaim Baskin

Concept bottleneck models (CBMs) have emerged as critical tools in domains where interpretability is paramount. These models rely on predefined textual descriptions, referred to as…