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Feature Synergy, Redundancy, and Independence in Global Model Explanations using SHAP Vector Decomposition
26 July 2021
Jan Ittner
Lukasz Bolikowski
Konstantin Hemker
Ricardo Kennedy
FAtt
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Papers citing
"Feature Synergy, Redundancy, and Independence in Global Model Explanations using SHAP Vector Decomposition"
4 / 4 papers shown
Title
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications
Paul Pu Liang
Chun Kai Ling
Yun Cheng
A. Obolenskiy
Yudong Liu
Rohan Pandey
Alex Wilf
Louis-Philippe Morency
Ruslan Salakhutdinov
OffRL
81
12
0
07 Jun 2023
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
Paul Pu Liang
Yun Cheng
Xiang Fan
Chun Kai Ling
Suzanne Nie
...
Nicholas B. Allen
Randy P. Auerbach
Faisal Mahmood
Ruslan Salakhutdinov
Louis-Philippe Morency
116
36
0
23 Feb 2023
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
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
1.3K
17,225
0
16 Feb 2016
1