Gradient Descent for Symmetric Tensor Decomposition

DOI10.4208/aam.oa-2021-0090zbMath1524.65217OpenAlexW4312757906MaRDI QIDQ6097061

Haixia Liu, Yang Wang, Jian-Feng Cai

Publication date: 12 June 2023

Published in: Annals of Applied Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.4208/aam.oa-2021-0090

zbMATH Keywords

linear convergencegradient descentCP decompositionsymmetric tensor decompositionrandom initialization

Mathematics Subject Classification ID

Numerical computation of eigenvalues and eigenvectors of matrices (65F15) Numerical mathematical programming methods (65K05) Quadratic programming (90C20) Multilinear algebra, tensor calculus (15A69) Methods of reduced gradient type (90C52)

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