A random sampling algorithm for fully-connected tensor network decomposition with applications

DOI10.1007/s40314-024-02751-1MaRDI QIDQ6552670

Honghua Cui, Meng-yu Wang, Hanyu Li

Publication date: 10 June 2024

Published in: Computational and Applied Mathematics (Search for Journal in Brave)

zbMATH Keywords

randomized algorithmalternating least squarestensor completionmulti-view subspace clusteringfully-connected tensor network decompositionleverage samplingnonnegative tensor approximationtensor-on-vector regression

Mathematics Subject Classification ID

Numerical mathematical programming methods (65K05) Numerical optimization and variational techniques (65K10) Decomposition methods (49M27) Approximation algorithms (68W25) Multilinear algebra, tensor calculus (15A69) Randomized algorithms (68W20)

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