Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications

Wojciech Samek, Grégoire Montavon, Sebastian Lapuschkin +2

With the broader and highly successful usage of machine learning in industry and the sciences, there has been a growing demand for Explainable AI. Interpretability and explanation…