Efficient approaches for ℓ 2-ℓ 0 regularization and applications to feature selection in SVM

DC approximation approaches for sparse optimization

(2015) H.A. Le Thi et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Sparse semi-supervised support vector machines by DC programming and DCA

(2015) Hoai Minh Le et al.   NEUROCOMPUTING

Self-organizing maps by difference of convex functions optimization

(2014) Hoai An Le Thi et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Feature selection in machine learning: an exact penalty approach using a Difference of Convex function Algorithm

(2014) Hoai An Le Thi et al.   MACHINE LEARNING

A DC Programming Approach for Finding Communities in Networks

(2014) Hoai An Le Thi et al.   NEURAL COMPUTATION

Feature selection for linear SVMs under uncertain data: Robust optimization based on difference of convex functions algorithms

(2014) Hoai An Le Thi et al.   NEURAL NETWORKS

Sparse high-dimensional fractional-norm support vector machine via DC programming

(2013) Wei Guan et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Block Clustering Based on Difference of Convex Functions (DC) Programming and DC Algorithms

(2013) Hoai Minh Le et al.   NEURAL COMPUTATION

New and efficient DCA based algorithms for minimum sum-of-squares clustering

(2013) Le Thi Hoai An et al.   PATTERN RECOGNITION

Smoothing proximal gradient method for general structured sparse regression

(2012) Xi Chen et al.   Annals of Applied Statistics

Lower Bound Theory of Nonzero Entries in Solutions of $\ell_2$-$\ell_p$ Minimization

(2012) Xiaojun Chen et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Some sharp performance bounds for least squares regression with L 1 regularization

(2009) Tong Zhang   ANNALS OF STATISTICS

Recovering Sparse Signals With a Certain Family of Nonconvex Penalties and DC Programming

(2009) G. Gasso et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences

One-step sparse estimates in nonconcave penalized likelihood models

(2008) Hui Zou et al.   ANNALS OF STATISTICS

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

A bilinear formulation for vector sparsity optimization

(2007) Dori Peleg et al.   SIGNAL PROCESSING