Author

Zhenhao Huang

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Oct 2026

Bayesian sparse tensor wheel decomposition for missing data recovery

The main innovation of the proposed BTW model lies in introducing a structured sparsity prior into TW decomposition, which enables automatic TW-rank determination during Bayesian inference, eliminating the need for cumbersome manual rank selection.

Zhen-Hao Huang, Guo-Xu Zhou, Yi Liang et al. · Science China Technological... · 0 citations

Aug 2026

Bayesian adaptive tensor ring decomposition with automatic model selection.

A robust non-parametric Bayesian method known as the Bayesian adaptive tensor ring decomposition (BATR) method, which accomplishes an adaptive low tensor ring (TR) rank model by incorporating a more advanced generalized hyperbolic (GH) prior into the probabilistic framework, thereby facilitating automatic TR rank deter...

Zhenhao Huang, Guoxu Zhou, Yuning Qiu et al. · Neural Networks · 0 citations