Curve Fitting Algorithm of Functional Radiation-Response Data Using Bayesian Hierarchical Gaussian Process Regression Model

We present a nonparametric Bayesian hierarchical (NBH) model and develop a variational approximation (VA) algorithm for the curve fitting of the functional radiation response data. The NBH model is based on a Bayesian hierarchical (BH) model with a Gaussian-Inverse Wishart process (G-IWP) prior, whi...

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書誌詳細

出版年:	IEEE Access
主要な著者:	Kwang-Woo Jung, Jaeoh Kim, Ho-Jin Jung, Seung-Won Seo, Ji-Man Hong, Hyoung-Woo Bai, Seongil Jo
フォーマット:	論文
言語:	英語
出版事項:	IEEE 2023-01-01
主題:	Bayesian hierarchical model curve fitting functional radiation data Gaussian-inverse Wishart process Gaussian variational approximation algorithm
オンライン･アクセス:	https://ieeexplore.ieee.org/document/10018221/