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Orthogonal Nonnegative Tucker Decomposition (Q5147984)

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scientific article; zbMATH DE number 7303437

Language	Label	Description	Also known as
English	Orthogonal Nonnegative Tucker Decomposition	scientific article; zbMATH DE number 7303437

Statements

scholarly article

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Orthogonal Nonnegative Tucker Decomposition (English)

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SIAM Journal on Scientific Computing

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publication date

29 January 2021

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full work available at URL

https://arxiv.org/abs/1910.09979

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zbMATH Keywords

nonnegative tensor

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Tucker decomposition

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image processing

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

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A Singular Value Thresholding Algorithm for Matrix Completion

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The Dantzig selector: statistical estimation when \(p\) is much larger than \(n\). (With discussions and rejoinder).

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Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization

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A Multilinear Singular Value Decomposition

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On the Best Rank-1 and Rank-(<i>R</i><sub>1</sub> ,<i>R</i><sub>2</sub> ,. . .,<i>R<sub>N</sub></i>) Approximation of Higher-Order Tensors

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Computing non-negative tensor factorizations

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A dual algorithm for the solution of nonlinear variational problems via finite element approximation

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Tensor Spaces and Numerical Tensor Calculus

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Tensor Decompositions and Applications

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Density matrix minimization with \({\ell}_1\) regularization

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Learning the parts of objects by non-negative matrix factorization

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Orthogonal Nonnegative Matrix Factorization by Sparsity and Nuclear Norm Optimization

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A Quadratically Convergent Newton Method for Computing the Nearest Correlation Matrix

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Tensor Decomposition for Signal Processing and Machine Learning

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Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit

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Merit functions for semi-definite complementarity problems

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On the Complexity of Nonnegative Matrix Factorization

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A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

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Spectral Unmixing via Data-Guided Sparsity

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Identifiers

zbMATH Open document ID

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10.1137/19M1294708

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:5147984

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