A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes

Author:

Ahmadi-Asl Salman,Phan Anh-Huy,Cichocki Andrzej

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,General Engineering,Theoretical Computer Science,Software,Applied Mathematics,Computational Mathematics,Numerical Analysis

Reference45 articles.

1. Hitchcock, F.L.: The expression of a tensor or a polyadic as a sum of products. J. Math. Phys. 6(1–4), 164–189 (1927)

2. Tucker, L.R.: Implications of factor analysis of three-way matrices for measurement of change. Probl. Meas. Change 15, 122–137 (1963)

3. Tucker, L.R. et al.: The extension of factor analysis to three-dimensional matrices. Contrib. Math. Psychol. 110119 (1964)

4. Oseledets, I.V.: Tensor-train decomposition. SIAM J. Sci. Comput. 33(5), 2295–2317 (2011)

5. Östlund, S., Rommer, S.: Thermodynamic limit of density matrix renormalization. Phys. Rev. Lett. 75(19), 3537 (1995)

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