Feature Synergy, Redundancy, and Independence in Global Model Explanations using SHAP Vector Decomposition

26 July 2021

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