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Certified $\ell_2$ Attribution Robustness via Uniformly Smoothed
  Attributions

Certified ℓ2\ell_2ℓ2​ Attribution Robustness via Uniformly Smoothed Attributions

10 May 2024
Fan Wang
Adams Wai-Kin Kong
ArXivPDFHTML

Papers citing "Certified $\ell_2$ Attribution Robustness via Uniformly Smoothed Attributions"

4 / 4 papers shown
Title
A Practical Upper Bound for the Worst-Case Attribution Deviations
A Practical Upper Bound for the Worst-Case Attribution Deviations
Fan Wang
A. Kong
AAML
44
4
0
01 Mar 2023
Exploiting the Relationship Between Kendall's Rank Correlation and
  Cosine Similarity for Attribution Protection
Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection
Fan Wang
A. Kong
61
10
0
15 May 2022
Towards A Rigorous Science of Interpretable Machine Learning
Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez
Been Kim
XAI
FaML
251
3,683
0
28 Feb 2017
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
296
39,194
0
01 Sep 2014
1