Symmetry-Preserving Paths in Integrated Gradients
arXiv:2103.13533
Abstract
We provide rigorous proofs that the Integrated Gradients (IG) attribution method for deep networks satisfies completeness and symmetry-preserving properties. We also study the uniqueness of IG as a path method preserving symmetry.
7 pages, 1 figure