Shapley values for interpretable machine learning

Zhang, Mingrui ORCID: 0009-0002-8781-1115 (2026) Shapley values for interpretable machine learning. PhD thesis, University of Leeds.

Metadata

Supervisors: Aivaliotis, Georgios and Wang, He and Bogachev, Leonid
Keywords: Shapley Values; Machine Learning Interpretation; PARTial kNN Shap (PARKShap); Shapley Regression; Bayesian Shapley Regression
Awarding institution: University of Leeds
Academic Units: The University of Leeds > Faculty of Maths and Physical Sciences (Leeds) > School of Mathematics (Leeds) > Statistics (Leeds)
Date Deposited: 22 Oct 2026 10:09
Last Modified: 22 Oct 2026 10:09
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