Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability

Avinash Kori, Parth Natekar, Ganapathy Krishnamurthi +1

The black-box nature of deep learning models prevents them from being completely trusted in domains like biomedicine. Most explainability techniques do not capture the concept-base…