Iteratively reweighted $\ell _1$ algorithms with extrapolation (Q2419549)

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English	Iteratively reweighted $\ell _1$ algorithms with extrapolation	scientific article

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instance of

scholarly article

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title

Iteratively reweighted $\ell _1$ algorithms with extrapolation (English)

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Computational Optimization and Applications

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publication date

13 June 2019

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full work available at URL

https://arxiv.org/abs/1710.07886

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zbMATH Keywords

iteratively reweighted $\ell _1$ algorithm

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extrapolation

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Kurdyka-Łojasiewicz property

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describes a project that uses

iPiano

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TFOCS

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MaRDI profile type

MaRDI publication profile

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cites work

On the convergence of the proximal algorithm for nonsmooth functions involving analytic features

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Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Łojasiewicz Inequality

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A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

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Templates for convex cone problems with applications to sparse signal recovery

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The Łojasiewicz Inequality for Nonsmooth Subanalytic Functions with Applications to Subgradient Dynamical Systems

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Proximal alternating linearized minimization for nonconvex and nonsmooth problems

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Convex analysis and nonlinear optimization. Theory and examples.

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Techniques of variational analysis

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

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Decoding by Linear Programming

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Penalty Methods for a Class of Non-Lipschitz Optimization Problems

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Spherical Designs and Nonconvex Minimization for Recovery of Sparse Signals on the Sphere

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Convergence of the reweighted $\ell_1$ minimization algorithm for $\ell_2-\ell_p$ minimization

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Variational analysis of spectral functions simplified

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Finite-Dimensional Variational Inequalities and Complementarity Problems

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Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

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

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A mathematical introduction to compressive sensing

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Accelerated gradient methods for nonconvex nonlinear and stochastic programming

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Primal-dual first-order methods with ${\mathcal {O}(1/\varepsilon)}$ iteration-complexity for cone programming

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Iterative reweighted minimization methods for $l_p$ regularized unconstrained nonlinear programming

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Introductory lectures on convex optimization. A basic course.

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Primal-dual subgradient methods for convex problems

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Gradient methods for minimizing composite functions

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iPiano: Inertial Proximal Algorithm for Nonconvex Optimization

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Adaptive restart for accelerated gradient schemes

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Inertial Proximal Alternating Linearized Minimization (iPALM) for Nonconvex and Nonsmooth Problems

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Some methods of speeding up the convergence of iteration methods

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Variational Analysis

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Approximation accuracy, gradient methods, and error bound for structured convex optimization

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Q4864293

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A proximal difference-of-convex algorithm with extrapolation

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Sparse Reconstruction by Separable Approximation

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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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Nearly unbiased variable selection under minimax concave penalty

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

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Regularization and Variable Selection Via the Elastic Net

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Identifiers

zbMATH Open document ID

1420.90071

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Mathematics Subject Classification ID

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10.1007/S10589-019-00081-1

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Sitelinks

Mathematics(1 entry)

mardi Publication:2419549

Iteratively reweighted \(\ell _1\) algorithms with extrapolation (Q2419549)

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Identifiers

Sitelinks

Mathematics(1 entry)