A generalized elastic net regularization with smoothed \(\ell _{q}\) penalty for sparse vector recovery
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Publication:1687319
DOI10.1007/s10589-017-9916-7zbMath1387.90246OpenAlexW2616483890MaRDI QIDQ1687319
Publication date: 22 December 2017
Published in: Computational Optimization and Applications (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10589-017-9916-7
convergenceiterative algorithmcompressed sensing\(\ell _{q}\) minimizationelastic net regularization
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- The Adaptive Lasso and Its Oracle Properties
- A smoothing SQP framework for a class of composite \(L_q\) minimization over polyhedron
- Enhancing sparsity by reweighted \(\ell _{1}\) minimization
- Lasso-type recovery of sparse representations for high-dimensional data
- Least angle regression. (With discussion)
- Improved Iteratively Reweighted Least Squares for Unconstrained Smoothed $\ell_q$ Minimization
- Worst-Case Complexity of Smoothing Quadratic Regularization Methods for Non-Lipschitzian Optimization
- An Unconstrained $\ell_q$ Minimization with $0q\leq1$ for Sparse Solution of Underdetermined Linear Systems
- Lower Bound Theory of Nonzero Entries in Solutions of $\ell_2$-$\ell_p$ Minimization
- Linearly Constrained Non-Lipschitz Optimization for Image Restoration
- Restricted isometry properties and nonconvex compressive sensing
- Iteratively reweighted least squares minimization for sparse recovery
- On the Number of Solutions to Polynomial Systems of Equations
- Atomic Decomposition by Basis Pursuit
- Structured Compressed Sensing: From Theory to Applications
- Sparse Approximation Property and Stable Recovery of Sparse Signals From Noisy Measurements
- On $l_q$ Optimization and Matrix Completion
- An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
- Sparse Approximate Solutions to Linear Systems
- Regularization and Variable Selection Via the Elastic Net
- Compressed sensing
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