标题
DC formulations and algorithms for sparse optimization problems
作者
关键词
Sparse optimization, Cardinality constraint, Rank constraint, DCA, Largest-<em class=EmphasisTypeItalic >k</em> norm, Ky Fan <em class=EmphasisTypeItalic >k</em> norm, Proximal operation, 47A30, 90C20, 90C26, 90C90
出版物
MATHEMATICAL PROGRAMMING
Volume 169, Issue 1, Pages 141-176
出版商
Springer Nature
发表日期
2017-07-27
DOI
10.1007/s10107-017-1181-0
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Best subset selection via a modern optimization lens
- (2016) Dimitris Bertsimas et al. ANNALS OF STATISTICS
- DC approximation approaches for sparse optimization
- (2015) H.A. Le Thi et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- Subset selection by Mallows’ Cp: A mixed integer programming approach
- (2015) Ryuhei Miyashiro et al. EXPERT SYSTEMS WITH APPLICATIONS
- Two pairs of families of polyhedral norms versus $$\ell _p$$ ℓ p -norms: proximity and applications in optimization
- (2015) Jun-ya Gotoh et al. MATHEMATICAL PROGRAMMING
- CVaR norm and applications in optimization
- (2014) Konstantin Pavlikov et al. Optimization Letters
- On the Moreau--Yosida Regularization of the Vector $k$-Norm Related Functions
- (2014) Bin Wu et al. SIAM JOURNAL ON OPTIMIZATION
- Successive convex approximations to cardinality-constrained convex programs: a piecewise-linear DC approach
- (2013) Xiaojin Zheng et al. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS
- Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization
- (2013) Yao Hu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Gradient methods for minimizing composite functions
- (2012) Yu. Nesterov MATHEMATICAL PROGRAMMING
- A Proof of Convergence of the Concave-Convex Procedure Using Zangwill's Theory
- (2012) Bharath K. Sriperumbudur et al. NEURAL COMPUTATION
- Exact penalty and error bounds in DC programming
- (2011) Hoai An Le Thi et al. JOURNAL OF GLOBAL OPTIMIZATION
- Nearly unbiased variable selection under minimax concave penalty
- (2010) Cun-Hui Zhang ANNALS OF STATISTICS
- Properties of two DC algorithms in quadratic programming
- (2010) Hoai An Le Thi et al. JOURNAL OF GLOBAL OPTIMIZATION
- Robust investment strategies with discrete asset choice constraints using DC programming
- (2010) Nalan Gulpinar et al. OPTIMIZATION
- A Singular Value Thresholding Algorithm for Matrix Completion
- (2010) Jian-Feng Cai et al. SIAM JOURNAL ON OPTIMIZATION
- Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
- (2010) Benjamin Recht et al. SIAM REVIEW
- Exact Matrix Completion via Convex Optimization
- (2009) Emmanuel J. Candès et al. FOUNDATIONS OF COMPUTATIONAL MATHEMATICS
- Fixed point and Bregman iterative methods for matrix rank minimization
- (2009) Shiqian Ma et al. MATHEMATICAL PROGRAMMING
- Sparse and stable Markowitz portfolios
- (2009) J. Brodie et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
- (2009) Amir Beck et al. SIAM Journal on Imaging Sciences
- From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images
- (2009) Alfred M. Bruckstein et al. SIAM REVIEW
- A DC programming approach for feature selection in support vector machines learning
- (2008) Hoai An Le Thi et al. Advances in Data Analysis and Classification
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