Sparse recovery based on the generalized error function (Q6616997)

scientific article; zbMATH DE number 7924432

Language	Label	Description	Also known as
English	Sparse recovery based on the generalized error function	scientific article; zbMATH DE number 7924432

Statements

instance of

scholarly article

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title

Sparse recovery based on the generalized error function (English)

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author

Zhiyong Zhou

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published in

Journal of Computational Mathematics

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publication date

9 October 2024

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zbMATH Keywords

sparse recovery

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generalized error function

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nonconvex regularization

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iterative reweighted L1

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difference of convex functions algorithms

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

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Compressed sensing

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A mathematical introduction to compressive sensing

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<i>SparseNet</i>: Coordinate Descent With Nonconvex Penalties

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Sparse Approximate Solutions to Linear Systems

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Q4864293

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Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

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Restricted isometry properties and nonconvex compressive sensing

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Sparsest solutions of underdetermined linear systems via $ \ell _q$-minimization for $0<q\leqslant 1$

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A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed $\ell ^{0}$ Norm

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Q2896066

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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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Nearly unbiased variable selection under minimax concave penalty

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Compressed sensing recovery via nonconvex shrinkage penalties

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Successive Concave Sparsity Approximation for Compressed Sensing

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A novel regularization based on the error function for sparse recovery

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Fast L1-L2 minimization via a proximal operator

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

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A Scale-Invariant Approach for Sparse Signal Recovery

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Accelerated Schemes for the $L_1/L_2$ Minimization

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SPOQ $\ell _p$-Over-$\ell _q$ Regularization for Sparse Signal Recovery Applied to Mass Spectrometry

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Robustness of Sparse Recovery via <inline-formula> <tex-math notation="LaTeX">$F$ </tex-math></inline-formula>-Minimization: A Topological Viewpoint

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A class of null space conditions for sparse recovery via nonconvex, non-separable minimizations

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A general theory of concave regularization for high-dimensional sparse estimation problems

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Difference-of-Convex Learning: Directional Stationarity, Optimality, and Sparsity

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One-step sparse estimates in nonconcave penalized likelihood models

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Enhancing sparsity by reweighted $\ell _{1}$ minimization

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Reweighted $\ell_1$-Minimization for Sparse Solutions to Underdetermined Linear Systems

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On Iteratively Reweighted Algorithms for Nonsmooth Nonconvex Optimization in Computer Vision

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The Concave-Convex Procedure

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Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection

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Convex analysis approach to d. c. programming: Theory, algorithms and applications

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

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DC approximation approaches for sparse optimization

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Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed Rank Function

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Iterative Concave Rank Approximation for Recovering Low-Rank Matrices

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On some inequalities for the incomplete gamma function

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Folded concave penalized sparse linear regression: sparsity, statistical performance, and algorithmic theory for local solutions

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On the Lambert $w$ function

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Compressed sensing and best 𝑘-term approximation

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

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On the conditions used to prove oracle results for the Lasso

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On the $O(1/n)$ Convergence Rate of the Douglas–Rachford Alternating Direction Method

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Nonlinear total variation based noise removal algorithms

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The Split Bregman Method for L1-Regularized Problems

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A Weighted Difference of Anisotropic and Isotropic Total Variation Model for Image Processing

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Edge Guided Reconstruction for Compressive Imaging

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

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Identifiers

DOI

10.4208/jcm.2204-m2021-0288

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Mathematics Subject Classification ID

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Sitelinks

Mathematics(1 entry)

mardi Publication:6616997