Statistics
Publications
14
Citations
10.3K
H-Index
12
Active since
2017
Affiliations
Hugh Chen is an author at University of Washington specializing in computing, machine learning, and explainable machine learning.
Publications per year
2017–2023
14
14
From local explanations to global understanding with explainable AI for trees
Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text
Algorithms to estimate Shapley value feature attributions
Hugh Chen, Ian Covert, Scott Lundberg et al. · Nature Machine Intelligence · 2023 · 416 citations
Explainable AI for Trees: From Local Explanations to Global Understanding
Scott Lundberg, Gabriel Erion, Hugh Chen et al. · arXiv (Cornell University) · 2019 · 263 citations · Full text
Explaining a series of models by propagating Shapley values
Hugh Chen, Scott Lundberg, Su‐In Lee · Nature Communications · 2022 · 241 citations · Full text
Interpretable machine learning prediction of all-cause mortality
Wei Qiu, Hugh Chen, Ayse B. Dincer et al. · Communications Medicine · 2022 · 103 citations · Full text
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