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Algorithms to estimate Shapley value feature attributions

2023374 citationsJournal Article

Authors

Hugh Chen · University of Washington

Ian Covert · University of Washington

Scott Lundberg · Microsoft (United States)

Su‐In Lee · University of Washington

Topics & Keywords

Bayesian Modeling and Causal Inference Machine Learning and Data Classification Explainable Artificial Intelligence (XAI)

UN Sustainable Development Goals

Reduced inequalities

Publication Details

Published in: Nature Machine Intelligence

Volume 5, Issue 6, pp. 590-601

DOI: 10.1038/s42256-023-00657-x

Field-Weighted Citation Impact: 65.25

Algorithms to estimate Shapley value feature attributions | Researchclopedia