An algorithm for quadratic ℓ1-regularized optimization with a flexible active-set strategy

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

A Semismooth Newton Method with Multidimensional Filter Globalization for $l_1$-Optimization

(2014) Andre Milzarek et al.   SIAM JOURNAL ON OPTIMIZATION

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Fast Image Recovery Using Variable Splitting and Constrained Optimization

(2010) Manya V Afonso et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Fast Algorithm for Sparse Reconstruction Based on Shrinkage, Subspace Optimization, and Continuation

(2010) Zaiwen Wen et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using $\ell _{1}$-Constrained Quadratic Programming (Lasso)

(2009) Martin J. Wainwright   IEEE TRANSACTIONS ON INFORMATION THEORY

Sparse Reconstruction by Separable Approximation

(2009) S.J. Wright 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

Fixed-Point Continuation for $\ell_1$-Minimization: Methodology and Convergence

(2008) Elaine T. Hale et al.   SIAM JOURNAL ON OPTIMIZATION