Sparse Learning for Variable Selection with Structures and Nonlinearities

26 March 2019

Papers citing "Sparse Learning for Variable Selection with Structures and Nonlinearities"

6 / 6 papers shown

Title
Correlated variables in regression: clustering and sparse estimation Peter Buhlmann Philipp Rutimann Sara van de Geer Cun-Hui Zhang 80 181 0 26 Sep 2012
Nonparametric sparsity and regularization Lorenzo Rosasco S. Villa S. Mosci M. Santoro A. Verri 80 102 0 13 Aug 2012
Learning Task Grouping and Overlap in Multi-task Learning Abhishek Kumar Hal Daumé 177 523 0 27 Jun 2012
Discovering Graphical Granger Causality Using the Truncating Lasso Penalty Ali Shojaie George Michailidis CML 65 214 0 03 Jul 2010
High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning Francis R. Bach BDL 124 74 0 04 Sep 2009
Elastic-Net Regularization in Learning Theory C. D. Mol E. De Vito Lorenzo Rosasco OOD CML 108 303 0 22 Jul 2008