Structured Sparse Regression via Greedy Hard-Thresholding

Structured Sparse Regression via Greedy Hard-Thresholding

19 February 2016

Inderjit Dhillon

Papers citing "Structured Sparse Regression via Greedy Hard-Thresholding"

10 / 10 papers shown

Title
On Iterative Hard Thresholding Methods for High-dimensional M-Estimation Prateek Jain Ambuj Tewari Purushottam Kar 140 229 0 20 Oct 2014
Forward - Backward Greedy Algorithms for Atomic Norm Regularization Nikhil S. Rao P. Shah Stephen J. Wright 62 91 0 23 Apr 2014
Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization Xiao-Tong Yuan Ping Li Tong Zhang 160 113 0 22 Nov 2013
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis Nikhil S. Rao Christopher R. Cox Robert D. Nowak Timothy T. Rogers 95 73 0 20 Nov 2013
Orthogonal Matching Pursuit with Replacement Prateek Jain Ambuj Tewari Inderjit S. Dhillon 66 79 0 14 Jun 2011
Convex Approaches to Model Wavelet Sparsity Patterns Nikhil S. Rao Robert D. Nowak Stephen J. Wright N. Kingsbury 59 69 0 22 Apr 2011
Convex Analysis and Optimization with Submodular Functions: a Tutorial Francis R. Bach 99 37 0 20 Oct 2010
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 255 731 0 05 Oct 2009
Learning with Structured Sparsity Junzhou Huang Tong Zhang Dimitris N. Metaxas 232 565 0 17 Mar 2009
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 313 292 0 09 Mar 2009