Triple Decomposition and Tensor Recovery of Third Order Tensors

DOI10.1137/20M1323266zbMath1467.15020arXiv2002.02259OpenAlexW3135863364WikidataQ114074212 ScholiaQ114074212MaRDI QIDQ5857846

Liqun Qi, Yannan Chen, Xinzhen Zhang, Mayank Bakshi

Publication date: 8 April 2021

Published in: SIAM Journal on Matrix Analysis and Applications (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2002.02259

zbMATH Keywords

Tucker decompositiontensor recoverytriple decompositionTucker ranktriple rank

Mathematics Subject Classification ID

Factorization of matrices (15A23) Multilinear algebra, tensor calculus (15A69) Numerical methods for low-rank matrix approximation; matrix compression (65F55)

Related Items (7)

Robust low-rank tensor completion via new regularized model with approximate SVD ⋮ Optimality conditions for Tucker low-rank tensor optimization ⋮ Hyperspectral super-resolution via low rank tensor triple decomposition ⋮ T-product factorization based method for matrix and tensor completion problems ⋮ A Barzilai-Borwein gradient algorithm for spatio-temporal Internet traffic data completion via tensor triple decomposition ⋮ Tensor completion via a generalized transformed tensor t-product decomposition without t-SVD ⋮ Manifold regularization nonnegative triple decomposition of tensor sets for image compression and representation

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