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。Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers
Quanming Yao et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2019)
A penalty method for rank minimization problems in symmetric matrices
Xin Shen et al.
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS (2018)
Low rank matrix completion by alternating steepest descent methods
Jared Tanner et al.
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS (2016)
Point Source Super-resolution Via Non-convex Based Methods
Yifei Lou et al.
JOURNAL OF SCIENTIFIC COMPUTING (2016)
A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion
Yangyang Xu et al.
SIAM JOURNAL ON IMAGING SCIENCES (2013)
IMPROVED ITERATIVELY REWEIGHTED LEAST SQUARES FOR UNCONSTRAINED SMOOTHED l(q) MINIMIZATION
Ming-Jun Lai et al.
SIAM JOURNAL ON NUMERICAL ANALYSIS (2013)
Solving a low-rank factorization model for matrix completion by a nonlinear successive over-relaxation algorithm
Zaiwen Wen et al.
MATHEMATICAL PROGRAMMING COMPUTATION (2012)
Fixed point and Bregman iterative methods for matrix rank minimization
Shiqian Ma et al.
MATHEMATICAL PROGRAMMING (2011)
A SEQUENTIAL SEMISMOOTH NEWTON METHOD FOR THE NEAREST LOW-RANK CORRELATION MATRIX PROBLEM
Qingna Li et al.
SIAM JOURNAL ON OPTIMIZATION (2011)
NEARLY UNBIASED VARIABLE SELECTION UNDER MINIMAX CONCAVE PENALTY
Cun-Hui Zhang
ANNALS OF STATISTICS (2010)
The Power of Convex Relaxation: Near-Optimal Matrix Completion
Emmanuel J. Candes et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2010)
A SINGULAR VALUE THRESHOLDING ALGORITHM FOR MATRIX COMPLETION
Jian-Feng Cai et al.
SIAM JOURNAL ON OPTIMIZATION (2010)
Highly Undersampled Magnetic Resonance Image Reconstruction via Homotopic l(0)-Minimization
Joshua Trzasko et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2009)
INTERIOR-POINT METHOD FOR NUCLEAR NORM APPROXIMATION WITH APPLICATION TO SYSTEM IDENTIFICATION
Zhang Liu et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2009)
A nonlinear programming algorithm for solving semidefinite programs via low-rank factorization
S Burer et al.
MATHEMATICAL PROGRAMMING (2003)
Variable selection via nonconcave penalized likelihood and its oracle properties
JQ Fan et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2001)