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Symmetry-Preserving Paths in Integrated Gradients

Symmetry-Preserving Paths in Integrated Gradients

25 March 2021
Miguel A. Lerma
Mirtha Lucas
ArXiv (abs)PDFHTML

Papers citing "Symmetry-Preserving Paths in Integrated Gradients"

4 / 4 papers shown
Title
Gradient based Feature Attribution in Explainable AI: A Technical Review
Gradient based Feature Attribution in Explainable AI: A Technical Review
Yongjie Wang
Tong Zhang
Xu Guo
Zhiqi Shen
XAI
72
25
0
15 Mar 2024
Four Axiomatic Characterizations of the Integrated Gradients Attribution
  Method
Four Axiomatic Characterizations of the Integrated Gradients Attribution Method
Daniel Lundstrom
Meisam Razaviyayn
FAtt
51
3
0
23 Jun 2023
Impossibility Theorems for Feature Attribution
Impossibility Theorems for Feature Attribution
Blair Bilodeau
Natasha Jaques
Pang Wei Koh
Been Kim
FAtt
108
79
0
22 Dec 2022
A Rigorous Study of Integrated Gradients Method and Extensions to
  Internal Neuron Attributions
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions
Daniel Lundstrom
Tianjian Huang
Meisam Razaviyayn
FAtt
107
70
0
24 Feb 2022
1