SVD-based algorithms for fully-connected tensor network decomposition
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.
