Efficient projections onto the l1-ball for learning in high dimensions
 Robert E. Tarjan,et al. Data structures and network algorithms , 1983, CBMS-NSF regional conference series in applied mathematics.
 D. Bertsekas,et al. TWO-METRIC PROJECTION METHODS FOR CONSTRAINED OPTIMIZATION* , 1984 .
 Ronald L. Rivest,et al. Introduction to Algorithms , 1990 .
 R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
 Manfred K. Warmuth,et al. Exponentiated Gradient Versus Gradient Descent for Linear Predictors , 1997, Inf. Comput..
 Clifford Stein,et al. Introduction to Algorithms, 2nd edition. , 2001 .
 Koby Crammer,et al. A new family of online algorithms for category ranking , 2002, SIGIR '02.
 Marc Teboulle,et al. Mirror descent and nonlinear projected subgradient methods for convex optimization , 2003, Oper. Res. Lett..
 Martin Zinkevich,et al. Online Convex Programming and Generalized Infinitesimal Gradient Ascent , 2003, ICML.
 Yiming Yang,et al. RCV1: A New Benchmark Collection for Text Categorization Research , 2004, J. Mach. Learn. Res..
 Koby Crammer,et al. On the Learnability and Design of Output Codes for Multiclass Problems , 2002, Machine Learning.
 A. Ng. Feature selection, L1 vs. L2 regularization, and rotational invariance , 2004, Twenty-first international conference on Machine learning - ICML '04.
 Elad Hazan. Approximate Convex Optimization by Online Game Playing , 2006, ArXiv.
 D. Donoho. For most large underdetermined systems of linear equations the minimal 𝓁1‐norm solution is also the sparsest solution , 2006 .
 Thorsten Joachims,et al. Training linear SVMs in linear time , 2006, KDD '06.
 E.J. Candes. Compressive sampling , 2006 .
 Yoram Singer,et al. Efficient Learning of Label Ranking by Soft Projections onto Polyhedra , 2006, J. Mach. Learn. Res..
 BoydStephen,et al. An Interior-Point Method for Large-Scale l1-Regularized Logistic Regression , 2007 .
 Stephen P. Boyd,et al. An Interior-Point Method for Large-Scale $\ell_1$-Regularized Least Squares , 2007, IEEE Journal of Selected Topics in Signal Processing.
 R. Tibshirani,et al. PATHWISE COORDINATE OPTIMIZATION , 2007, 0708.1485.
 Stephen P. Boyd,et al. An Interior-Point Method for Large-Scale l1-Regularized Logistic Regression , 2007, J. Mach. Learn. Res..
 K. Schittkowski,et al. NONLINEAR PROGRAMMING , 2022 .