Improving Simple Models with Confidence Profiles

Amit Dhurandhar, Karthikeyan Shanmugam, Ronny Luss +1

In this paper, we propose a new method called ProfWeight for transferring information from a pre-trained deep neural network that has a high test accuracy to a simpler interpretabl…