A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions

Daniel Lundström, Tianjian Huang, Meisam Razaviyayn

Abstract: As deep learning (DL) efficacy grows, concerns for poor model explainability grow also. Attribution methods address the issue of explainability by quantifying the importance of an input feature for...