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scientific article; zbMATH DE number 6982924

Language	Label	Description	Also known as
English	No label defined	scientific article; zbMATH DE number 6982924

Statements

scholarly article

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publication date

22 November 2018

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full work available at URL

https://arxiv.org/abs/1505.04363

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http://jmlr.csail.mit.edu/papers/v18/16-119.html

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zbMATH Keywords

dictionary learning

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\(\ell_1\)-minimization

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local minimum

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non-convex optimization

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sparse decomposition

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization

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A Clustering Approach to Learning Sparsely Used Overcomplete Dictionaries

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On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them

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$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

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Computing a nonnegative matrix factorization -- provably

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Statistics for high-dimensional data. Methods, theory and applications.

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Decoding by Linear Programming

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Atomic Decomposition by Basis Pursuit

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Independent component analysis, a new concept?

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Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ <sup>1</sup> minimization

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Sparse and Redundant Representations

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On Sparse Representations in Arbitrary Redundant Bases

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Dictionary Identification—Sparse Matrix-Factorization via $\ell_1$-Minimization

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Sample Complexity of Dictionary Learning and Other Matrix Factorizations

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Sparse and Spurious: Dictionary Learning With Noise and Outliers

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When Can Dictionary Learning Uniquely Recover Sparse Data From Subsamples?

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Sparse Modeling for Image and Vision Processing

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$K$-Dimensional Coding Schemes in Hilbert Spaces

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Dictionary Learning for L1-Exact Sparse Coding

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On the identifiability of overcomplete dictionaries via the minimisation principle underlying K-SVD

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Local Identification of Overcomplete Dictionaries

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Complete Dictionary Recovery Over the Sphere I: Overview and the Geometric Picture

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Model Selection and Estimation in Regression with Grouped Variables

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Blind Source Separation by Sparse Decomposition in a Signal Dictionary

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Identifiers

zbMATH Open document ID

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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:4558493

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