Amir Mehrpanah*

On Spectral Properties of Gradient-based Explanation Methods

"Understanding the behavior of deep networks is crucial to increase our confidence in their results. Despite an extensive body of work for explaining their predictions, researchers have faced reliability issues, which can be attributed to insufficient formalism. In our research, we adopt novel proba…