How to Explain Neural Networks: an Approximation Perspective

Hangcheng Dong, Bingguo Liu, Fengdong Chen +2

The lack of interpretability has hindered the large-scale adoption of AI technologies. However, the fundamental idea of interpretability, as well as how to put it into practice, re…