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Randomized algorithms for the low multilinear rank approximations of tensors

Maolin Che, Yimin Wei, Hong Yan

2021Journal of Computational and Applied Mathematics38 citationsDOI

Topics & Concepts

Multilinear mapMathematicsRandomized algorithmSingular value decompositionRank (graph theory)Singular valueRandom projectionAlgorithmComputationProbabilistic analysis of algorithmsGaussianProbabilistic logicProjection (relational algebra)Focus (optics)Applied mathematicsPure mathematicsCombinatoricsEigenvalues and eigenvectorsStatisticsQuantum mechanicsPhysicsOpticsTensor decomposition and applicationsSparse and Compressive Sensing TechniquesMatrix Theory and Algorithms
Randomized algorithms for the low multilinear rank approximations of tensors | Litcius