Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable Models

Susmit Agrawal, Deepika Vemuri, Sri Siddarth Chakaravarthy P +1

Concept-based methods have emerged as a promising direction to develop interpretable neural networks in standard supervised settings. However, most works that study them in increme…