High-order tensor decomposition with tree-based transforms

Jiakai Chen

doi:10.1016/j.apm.2026.116920

2026-03-20

PRE

Jiakai Chen

Wen Li

Michael K. Ng *

DOI：10.1016/j.apm.2026.116920

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摘要

En 中文

• 基于树的变换实现不同子张量的不同变换。 • 一种新颖的张量-张量乘积，用于p阶张量，推广了现有工作。 • 一种新的分解模型，用于p阶张量，以充分利用内在结构。 • 在补全任务上的实验表明所提出方法的优势。

Keyword:

Tree-based transform

Tensor-tensor product

High-order tensor decomposition

Tensor completion

期刊

Applied Mathematical Modelling

IF:

5.1

论文数:

1.3K

被引数:

2.8W

机构

hanshan normal university

学者数:

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被引数: 0

beijing normal university

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被引数: 0

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