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2202.11919
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Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
24 February 2022
Chih-Kuan Yeh
Kuan-Yun Lee
Frederick Liu
Pradeep Ravikumar
FAtt
TDI
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Papers citing
"Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations"
4 / 4 papers shown
Title
Measuring the (Un)Faithfulness of Concept-Based Explanations
Shubham Kumar
Dwip Dalal
440
0
0
15 Apr 2025
Unifying local and global model explanations by functional decomposition of low dimensional structures
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
M. Hiabu
Josephine T. Meyer
Marvin N. Wright
FAtt
196
25
0
12 Aug 2022
RKHS-SHAP: Shapley Values for Kernel Methods
Siu Lun Chau
Robert Hu
Javier I. González
Dino Sejdinovic
FAtt
247
33
0
18 Oct 2021
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
1.9K
19,183
0
16 Feb 2016
1