Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information

Yang Zhang, Ashkan Khakzar, Yawei Li +3

One principal approach for illuminating a black-box neural network is feature attribution, i.e. identifying the importance of input features for the network's prediction. The predi…