Lower-Rank Tensor Approximation and Multiway Filtering

DOI10.1137/060653263zbMATH Open1168.65312OpenAlexW4297756334MaRDI QIDQ5320729

Salah Bourennane, Julien Marot, Damien Muti

Publication date: 22 July 2009

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

Full work available at URL: https://semanticscholar.org/paper/17a933d2c2f60651bd09b32e1e7b7855d122c21b

zbMATH Keywords

numerical examplessingular value decompositionprincipal component analysisfilteringmultilinear algebratensor decompositionmultiway arrayslower-rank approximation

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Numerical solutions to overdetermined systems, pseudoinverses (65F20) Vector and tensor algebra, theory of invariants (15A72) Method of lines for initial value and initial-boundary value problems involving PDEs (65M20)

Related Items (3)

Nonnegative low rank tensor approximations with multidimensional image applications ⋮ Classification of hyperspectral images by tensor modeling and additive morphological decomposition ⋮ Lower Memory Oblivious (Tensor) Subspace Embeddings with Fewer Random Bits: Modewise Methods for Least Squares

Uses Software

• ForWaRD

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