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Jun, 2023
任意阶Faster Robust Tensor Power Method
Faster Robust Tensor Power Method for Arbitrary Order
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Yichuan Deng, Zhao Song, Junze Yin
TL;DR
本文提出一种新的张量幂法来分解任意阶张量，克服了现有方法的局限性，应用草图方法能够在幂次p和维数n的张量上实现运行时间的O ~（n ^ p-1）~ 。
Abstract
tensor decomposition
is a fundamental method used in various areas to deal with high-dimensional data. \emph{
tensor power method
} (TPM) is one of the widely-used techniques in the decomposition of tensors. This p
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