TR-STF: a fast and accurate tensor ring decomposition algorithm via defined scaled tri-factorization
TR-STF: a fast and accurate tensor ring decomposition algorithm via defined scaled tri-factorization
Ting Xu,Ting-Zhu Huang,2 Authors,N. Yokoya
2023 · DOI: 10.1007/s40314-023-02368-w
Computational and Applied Mathematics · 5 Citations
TLDR
An algorithm based on defined scaled tri-factorization (STF) for fast and accurate tensor ring (TR) decomposition that is a computationally more efficient algorithm than existing TR decomposition algorithms, which is beneficial when dealing with big data.