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SVD-based algorithms for fully-connected tensor network decomposition

Mengyu Wang,Hanyu Li

2024 · DOI: 10.1007/s40314-024-02772-w
Computational and Applied Mathematics · 7 Citations

TLDR

A deterministic algorithm, namely FCTN-SVD, is first proposed, which can approximate the FCTN decomposition under a fixed accuracy, and the randomized version of the algorithm is presented, which can indeed yield acceleration on FCTN-SVD.