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Generalized conditional gradient method for elastic-net regularization (Q2667136)

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Language	Label	Description	Also known as
English	Generalized conditional gradient method for elastic-net regularization	scientific article

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scholarly article

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Generalized conditional gradient method for elastic-net regularization (English)

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Journal of Computational and Applied Mathematics

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publication date

24 November 2021

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zbMATH Keywords

ill-posed problem

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elastic-net regularization

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generalized conditional gradient method

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projected gradient algorithm

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describes a project that uses

Regularization tools

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MaRDI profile type

MaRDI publication profile

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full work available at URL

https://doi.org/10.1016/j.cam.2021.113872

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Theoretical foundations and numerical methods for sparse recovery. Papers based on the presentations of the summer school ``Theoretical foundations and numerical methods for sparse recovery'', Vienna, Austria, August 31 -- September 4, 2009.

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Variational methods in imaging

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Modern regularization methods for inverse problems

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An iterative thresholding algorithm for linear inverse problems with a sparsity constraint

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Sparsity-enforcing regularisation and ISTA revisited

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Sparsity regularization for parameter identification problems

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Sparsity regularization in inverse problems

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A generalized wavelet transform for Fourier analysis: the multiresolution Fourier transform and its application to image and audio signal analysis

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Multi-parameter Tikhonov regularization

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Multi-parameter Tikhonov regularization with the ℓ <sup>0</sup> sparsity constraint

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Regularization and Variable Selection Via the Elastic Net

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Elastic-net regularization in learning theory

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Elastic-net regularization: error estimates and active set methods

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Elastic-Net Regularization: Iterative Algorithms and Asymptotic Behavior of Solutions

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Elastic-net regularization versus <i>ℓ</i> <sup>1</sup> -regularization for linear inverse problems with quasi-sparse solutions

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Elastic-net regularization for nonlinear electrical impedance tomography with a splitting approach

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A generalized conditional gradient method for nonlinear operator equations with sparsity constraints

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A generalized conditional gradient method and its connection to an iterative shrinkage method

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A projected gradient method for αℓ <sub>1</sub> − βℓ <sub>2</sub> sparsity regularization <sup>**</sup>

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Variational Analysis

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Probing the Pareto Frontier for Basis Pursuit Solutions

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Accelerated projected gradient method for linear inverse problems with sparsity constraints

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$ \newcommand{\e}{{\rm e}} {\alpha\ell_{1}-\beta\ell_{2}}$ regularization for sparse recovery

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Regularization tools version \(4.0\) for matlab \(7.3\)

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Identifiers

zbMATH Open document ID

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10.1016/j.cam.2021.113872

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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:2667136

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