Information-theoretic Evolution of Model Agnostic Global Explanations

Sukriti Verma, Nikaash Puri, Piyush Gupta +1

Explaining the behavior of black box machine learning models through human interpretable rules is an important research area. Recent work has focused on explaining model behavior l…