Cause and Effect: Hierarchical Concept-based Explanation of Neural Networks

Mohammad Nokhbeh Zaeem, Majid Komeili

In many scenarios, human decisions are explained based on some high-level concepts. In this work, we take a step in the interpretability of neural networks by examining their inter…