标题
Coordinate descent algorithms
作者
关键词
Coordinate descent, Randomized algorithms, Parallel numerical computing, 49M20, 90C25
出版物
MATHEMATICAL PROGRAMMING
Volume 151, Issue 1, Pages 3-34
出版商
Springer Nature
发表日期
2015-03-24
DOI
10.1007/s10107-015-0892-3
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Regularization Paths for Generalized Linear Models via Coordinate Descent
- (2015) Jerome Friedman et al. Journal of Statistical Software
- Efficient random coordinate descent algorithms for large-scale structured nonconvex optimization
- (2014) Andrei Patrascu et al. JOURNAL OF GLOBAL OPTIMIZATION
- Proximal alternating linearized minimization for nonconvex and nonsmooth problems
- (2013) Jérôme Bolte et al. MATHEMATICAL PROGRAMMING
- On the Convergence of Block Coordinate Descent Type Methods
- (2013) Amir Beck et al. SIAM JOURNAL ON OPTIMIZATION
- A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization
- (2013) Meisam Razaviyayn et al. SIAM JOURNAL ON OPTIMIZATION
- Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function
- (2012) Peter Richtárik et al. MATHEMATICAL PROGRAMMING
- Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems
- (2012) Yu. Nesterov SIAM JOURNAL ON OPTIMIZATION
- Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection
- (2011) Patrick Breheny et al. Annals of Applied Statistics
- SparseNet: Coordinate Descent With Nonconvex Penalties
- (2011) Rahul Mazumder et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Randomized Methods for Linear Constraints: Convergence Rates and Conditioning
- (2010) D. Leventhal et al. MATHEMATICS OF OPERATIONS RESEARCH
- Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Łojasiewicz Inequality
- (2010) Hédy Attouch et al. MATHEMATICS OF OPERATIONS RESEARCH
- Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
- (2010) Benjamin Recht et al. SIAM REVIEW
- A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
- (2009) Amir Beck et al. SIAM Journal on Imaging Sciences
- A Randomized Kaczmarz Algorithm with Exponential Convergence
- (2008) Thomas Strohmer et al. JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS
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