A Functional Information Perspective on Model Interpretation

Itai Gat, Nitay Calderon, Roi Reichart, Tamir Hazan

Abstract: Contemporary predictive models are hard to interpret as their deep nets exploit numerous complex relations between input elements. This work suggests a theoretical framework for model interpretabil...