Attribution Explanations for Deep Neural Networks: A Theoretical Perspective

Huiqi Deng, Hongbin Pei, Quanshi Zhang +1

Attribution explanation is a typical approach for explaining deep neural networks (DNNs), inferring an importance or contribution score for each input variable to the final output.…