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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Chao Li

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Sep 2026

A Structure-Revealing Tensor Network Paradigm and Its Applications.

This work proposes a novel structure-revealing TN paradigm, termed SVD-inspired TN decomposition (SVDinsTN), which enables the formulation of an energy function that simultaneously considers representation error and TN structure complexity, facilitating the joint optimization of data representation and the identificati...

Yu-Bang Zheng, Xi-Le Zhao, Heng-Chao Li et al. · 0 citations

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