A fast splitting method tailored for Dantzig selector
From MaRDI portal
Publication:887167
DOI10.1007/s10589-015-9748-2zbMath1334.90165OpenAlexW2025062721MaRDI QIDQ887167
Hongjin He, Deren Han, Xing-Ju Cai
Publication date: 28 October 2015
Published in: Computational Optimization and Applications (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10589-015-9748-2
Related Items (6)
A partially inertial customized Douglas-Rachford splitting method for a class of structured optimization problems ⋮ On the convergence rate of the augmented Lagrangian-based parallel splitting method ⋮ Proximal ADMM with larger step size for two-block separable convex programming and its application to the correlation matrices calibrating problems ⋮ A partially proximal linearized alternating minimization method for finding Dantzig selectors ⋮ A symmetric version of the generalized alternating direction method of multipliers for two-block separable convex programming ⋮ Efficient Sparse Hessian-Based Semismooth Newton Algorithms for Dantzig Selector
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
- A dual algorithm for the solution of nonlinear variational problems via finite element approximation
- Templates for convex cone problems with applications to sparse signal recovery
- Least angle regression. (With discussion)
- An alternating direction method for finding Dantzig selectors
- Alternating direction method for covariance selection models
- A customized Douglas-Rachford splitting algorithm for separable convex minimization with linear constraints
- The Dantzig selector: statistical estimation when \(p\) is much larger than \(n\). (With discussions and rejoinder).
- Multiplier and gradient methods
- Primal–dual first-order methods for a class of cone programming
- A General Framework for a Class of First Order Primal-Dual Algorithms for Convex Optimization in Imaging Science
- Alternating Direction Algorithms for $\ell_1$-Problems in Compressive Sensing
- Alternating Direction Method for Image Inpainting in Wavelet Domains
- Matrix completion via an alternating direction method
- Better Subset Regression Using the Nonnegative Garrote
- Variable selection and dependency networks for genomewide data
- DASSO: Connections Between the Dantzig Selector and Lasso
- Fast Solution of $\ell _{1}$-Norm Minimization Problems When the Solution May Be Sparse
- Finite-Dimensional Variational Inequalities and Complementarity Problems
- The Linearized Alternating Direction Method of Multipliers for Dantzig Selector
- Regularization and Variable Selection Via the Elastic Net
- Navigating in a Graph by Aid of Its Spanning Tree Metric
This page was built for publication: A fast splitting method tailored for Dantzig selector