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。Linear convergence of CQ algorithms and applications in gene regulatory network inference
Jinhua Wang et al.
INVERSE PROBLEMS (2017)
LOCAL LINEAR CONVERGENCE OF ISTA AND FISTA ON THE LASSO PROBLEM
Shaozhe Tao et al.
SIAM JOURNAL ON OPTIMIZATION (2016)
ON CONVERGENCE RATES OF LINEARIZED PROXIMAL ALGORITHMS FOR CONVEX COMPOSITE OPTIMIZATION WITH APPLICATIONS
Yaohua Hu et al.
SIAM JOURNAL ON OPTIMIZATION (2016)
INCREMENTAL MAJORIZATION-MINIMIZATION OPTIMIZATION WITH APPLICATION TO LARGE-SCALE MACHINE LEARNING
Julien Mairal
SIAM JOURNAL ON OPTIMIZATION (2015)
On the complexity analysis of randomized block-coordinate descent methods
Zhaosong Lu et al.
MATHEMATICAL PROGRAMMING (2015)
Inferring gene regulatory networks by integrating ChIP-seq/chip and transcriptome data via LASSO-type regularization methods
Jing Qin et al.
METHODS (2014)
A Sparse-Group Lasso
Noah Simon et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2013)
Gradient methods for minimizing composite functions
Yu Nesterov
MATHEMATICAL PROGRAMMING (2013)
A PROXIMAL-GRADIENT HOMOTOPY METHOD FOR THE SPARSE LEAST-SQUARES PROBLEM
Lin Xiao et al.
SIAM JOURNAL ON OPTIMIZATION (2013)
ON THE O(1/n) CONVERGENCE RATE OF THE DOUGLAS-RACHFORD ALTERNATING DIRECTION METHOD
Bingsheng He et al.
SIAM JOURNAL ON NUMERICAL ANALYSIS (2012)
EFFICIENCY OF COORDINATE DESCENT METHODS ON HUGE-SCALE OPTIMIZATION PROBLEMS
Yu Nesterov
SIAM JOURNAL ON OPTIMIZATION (2012)
Structured Sparsity through Convex Optimization
Francis Bach et al.
STATISTICAL SCIENCE (2012)
ALTERNATING DIRECTION ALGORITHMS FOR l(1)-PROBLEMS IN COMPRESSIVE SENSING
Junfeng Yang et al.
SIAM JOURNAL ON SCIENTIFIC COMPUTING (2011)
A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
Amir Beck et al.
SIAM JOURNAL ON IMAGING SCIENCES (2009)
Linear Convergence of Iterative Soft-Thresholding
Kristian Bredies et al.
JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS (2008)
FIXED-POINT CONTINUATION FOR l(1)-MINIMIZATION: METHODOLOGY AND CONVERGENCE
Elaine T. Hale et al.
SIAM JOURNAL ON OPTIMIZATION (2008)
Iterated hard shrinkage for minimization problems with sparsity constraints
Kristian Bredies et al.
SIAM JOURNAL ON SCIENTIFIC COMPUTING (2008)
Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems
Mario A. T. Figueiredo et al.
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2007)
Highly sparse representations from dictionaries are unique and independent of the sparseness measure
R. Gribonval et al.
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS (2007)
Compressed sensing
DL Donoho
IEEE TRANSACTIONS ON INFORMATION THEORY (2006)
Decoding by linear programming
EJ Candes et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2005)
Signal recovery by proximal forward-backward splitting
PL Combettes et al.
MULTISCALE MODELING & SIMULATION (2005)
An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
I Daubechies et al.
COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS (2004)
Wavelets and curvelets for image deconvolution: a combined approach
JL Starck et al.
SIGNAL PROCESSING (2003)
An EM algorithm for wavelet-based image restoration
MAT Figueiredo et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2003)
分享论文
