Iterative descent group hard thresholding algorithms for block sparsity

A novel block-sparse proportionate NLMS algorithm based on the l2,0 norm

(2020) Wenyuan Wang et al.   SIGNAL PROCESSING

Quaternion block sparse representation for signal recovery and classification

(2020) Cuiming Zou et al.   SIGNAL PROCESSING

A likelihood-based hyperparameter-free algorithm for robust block-sparse recovery

(2019) Chunlei Zhao et al.   SIGNAL PROCESSING

Nonconvex Regularized Robust PCA Using the Proximal Block Coordinate Descent Algorithm

(2019) Fei Wen et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Iteratively reweighted two-stage LASSO for block-sparse signal recovery under finite-alphabet constraints

(2018) Malek Messai et al.   SIGNAL PROCESSING

A Survey of Sparse Representation: Algorithms and Applications

(2015) Zheng Zhang et al.   IEEE Access

$l_{q}$ Sparsity Penalized Linear Regression With Cyclic Descent

(2014) Goran Marjanovic et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Sparse Subspace Clustering: Algorithm, Theory, and Applications

(2013) E. Elhamifar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust PCA via Outlier Pursuit

(2012) Huan Xu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Generalized Orthogonal Matching Pursuit

(2012) Jian Wang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A Sparse-Group Lasso

(2012) Noah Simon et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Structured Compressed Sensing: From Theory to Applications

(2011) Marco F. Duarte et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Robust principal component analysis?

(2011) Emmanuel J. Candès et al.   JOURNAL OF THE ACM

Robust Face Recognition via Sparse Representation

(2009) J. Wright et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Enhancing Sparsity by Reweighted ℓ 1 Minimization

(2008) Emmanuel J. Candès et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS

Iterative Thresholding for Sparse Approximations

(2008) Thomas Blumensath et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS