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Threading the Needle of On and Off-Manifold Value Functions for Shapley
  Explanations

Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations

24 February 2022
Chih-Kuan Yeh
Kuan-Yun Lee
Frederick Liu
Pradeep Ravikumar
    FAttTDI
ArXiv (abs)PDFHTML

Papers citing "Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations"

3 / 3 papers shown
Title
Unifying local and global model explanations by functional decomposition
  of low dimensional structures
Unifying local and global model explanations by functional decomposition of low dimensional structures
M. Hiabu
Josephine T. Meyer
Marvin N. Wright
FAtt
82
21
0
12 Aug 2022
RKHS-SHAP: Shapley Values for Kernel Methods
RKHS-SHAP: Shapley Values for Kernel Methods
Siu Lun Chau
Robert Hu
Javier I. González
Dino Sejdinovic
FAtt
83
20
0
18 Oct 2021
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
1.3K
17,240
0
16 Feb 2016
1