Guided Integrated Gradients: An Adaptive Path Method for Removing Noise

Andrei Kapishnikov, Subhashini Venugopalan, Besim Avci +3

Integrated Gradients (IG) is a commonly used feature attribution method for deep neural networks. While IG has many desirable properties, the method often produces spurious/noisy p…