Towards Explanation of DNN-based Prediction with Guided Feature Inversion

Mengnan Du, Ninghao Liu, Qingquan Song +1

While deep neural networks (DNN) have become an effective computational tool, the prediction results are often criticized by the lack of interpretability, which is essential in man…