Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution

Lingyang Chu, Xia Hu, Juhua Hu +2

Strong intelligent machines powered by deep neural networks are increasingly deployed as black boxes to make decisions in risk-sensitive domains, such as finance and medical. To re…