Rethinking Robustness: A New Approach to Evaluating Feature Attribution Methods

Panagiota Kiourti, Anu Singh, Preeti Duraipandian +2

This paper studies the robustness of feature attribution methods for deep neural networks. It challenges the current notion of attributional robustness that largely ignores the dif…