Skip to content
conftrace_

sparse regression

182 papers

Explore in graph

Also known as

SR

Co-occurring keywords · papers mentioning both

feature selection (31) high-dimensional statistics (23) sparse optimization (21) lasso regression (19) convex optimization (19) high-dimensional regression (17) compressed sensing (16) variable selection (14) support recovery (10) l1 regularization (9)

Papers

An Homotopy Algorithm for the Lasso with Online Observations NeurIPS 2008 High-dimensional support union recovery in multivariate regression NeurIPS 2008 Phase transitions for high-dimensional joint support recovery NeurIPS 2008 Robust Regression and Lasso NeurIPS 2008 Catching Change-points with Lasso NeurIPS 2007 Compressed Regression NeurIPS 2007 Some Greedy Learning Algorithms for Sparse Regression and Classification with Mercer Kernels JMLR 2002