Explaining Deep Neural Networks using Unsupervised Clustering

Yu-han Liu, Sercan O. Arik

We propose a novel method to explain trained deep neural networks (DNNs), by distilling them into surrogate models using unsupervised clustering. Our method can be applied flexibly…