Sorted $L_1/L_2$ minimization for sparse signal recovery (Q6120011)

scientific article; zbMATH DE number 7823283

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English	Sorted $L_1/L_2$ minimization for sparse signal recovery	scientific article; zbMATH DE number 7823283

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scholarly article

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title

Sorted $L_1/L_2$ minimization for sparse signal recovery (English)

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published in

Journal of Scientific Computing

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publication date

25 March 2024

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full work available at URL

https://arxiv.org/abs/2308.04125

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zbMATH Keywords

sparsity

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$L_1/L_2$ minimization

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non-convex optimization

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support detection

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MaRDI profile type

MaRDI publication profile

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cites work

On Augmented Lagrangian Methods with General Lower-Level Constraints

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Q5483032

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Decoding by Linear Programming

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Compressed sensing

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Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

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Coherence Pattern–Guided Compressive Sensing with Unresolved Grids

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A novel regularization based on the error function for sparse recovery

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Nonconvex sorted $\ell_1$ minimization for sparse approximation

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Fast L1-L2 minimization via a proximal operator

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Computing sparse representation in a highly coherent dictionary based on difference of $L_1$ and $L_2$

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Point source super-resolution via non-convex $L_1$ based methods

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A unified approach to model selection and sparse recovery using regularized least squares

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Truncated $l_{1-2}$ Models for Sparse Recovery and Rank Minimization

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Sparse Approximate Solutions to Linear Systems

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A D.C. Optimization Algorithm for Solving the Trust-Region Subproblem

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The DC (Difference of convex functions) programming and DCA revisited with DC models of real world nonconvex optimization problems

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A Scale-Invariant Approach for Sparse Signal Recovery

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Likelihood-Based Selection and Sharp Parameter Estimation

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Minimization of $L_1$ Over $L_2$ for Sparse Signal Recovery with Convergence Guarantee

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Study on $L_1$ over $L_2$ Minimization for nonnegative signal recovery

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Minimizing L <sub>1</sub> over L <sub>2</sub> norms on the gradient

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Limited-Angle CT Reconstruction via the $L_1/L_2$ Minimization

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Accelerated Schemes for the $L_1/L_2$ Minimization

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Sparse Signal Reconstruction via Iterative Support Detection

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Coordinate descent algorithms

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SCAD-penalized regression in high-dimensional partially linear models

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Analysis of the ratio of $\ell_1$ and $\ell_2$ norms in compressed sensing

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Ratio and difference of $l_1$ and $l_2$ norms and sparse representation with coherent dictionaries

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Minimization of $\ell_{1-2}$ for Compressed Sensing

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Analysis and Algorithms for Some Compressed Sensing Models Based on L1/L2 Minimization

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Nearly unbiased variable selection under minimax concave penalty

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Minimization of transformed $L_1$ penalty: theory, difference of convex function algorithm, and robust application in compressed sensing

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Theory of compressive sensing via $\ell_1$-minimization: a non-RIP analysis and extensions

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Identifiers

arXiv ID

2308.04125

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Mathematics Subject Classification ID

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10.1007/S10915-024-02497-2

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Sitelinks

Mathematics(1 entry)

mardi Publication:6120011

Sorted \(L_1/L_2\) minimization for sparse signal recovery (Q6120011)

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Identifiers

Sitelinks

Mathematics(1 entry)