Regularizers for Structured Sparsity

4 October 2010

Papers citing "Regularizers for Structured Sparsity"

14 / 14 papers shown

Title
Smooth Bilevel Programming for Sparse Regularization C. Poon Gabriel Peyré 19 18 0 02 Jun 2021
On Multiplicative Multitask Feature Learning Xin Eric Wang J. Bi Shipeng Yu Jiangwen Sun 35 51 0 24 Oct 2016
Fitting Spectral Decay with the $k$ -Support Norm Andrew M. McDonald Massimiliano Pontil Dimitris Stamos 19 12 0 04 Jan 2016
Scalable Matrix-valued Kernel Learning for High-dimensional Nonlinear Multivariate Regression and Granger Causality Vikas Sindhwani H. Q. Minh A. Lozano 61 59 0 09 Aug 2014
New Perspectives on k-Support and Cluster Norms Andrew M. McDonald Massimiliano Pontil Dimitris Stamos 61 58 0 06 Mar 2014
An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning Andreas Maurer Massimiliano Pontil Bernardino Romera-Paredes 32 23 0 08 Feb 2014
Disease Prediction based on Functional Connectomes using a Scalable and Spatially-Informed Support Vector Machine Takanori Watanabe Daniel A Kessler Clayton Scott Mike Angstadt Chandra S. Sripada 54 62 0 21 Oct 2013
Convex relaxations of structured matrix factorizations Francis R. Bach 49 38 0 12 Sep 2013
Convex Relaxation for Combinatorial Penalties G. Obozinski Francis R. Bach 59 62 0 06 May 2012
Group Lasso with Overlaps: the Latent Group Lasso approach G. Obozinski Laurent Jacob Jean-Philippe Vert 94 181 0 03 Oct 2011
Structured Sparsity and Generalization Andreas Maurer Massimiliano Pontil 83 63 0 17 Aug 2011
Structured sparsity-inducing norms through submodular functions Francis R. Bach 65 194 0 25 Aug 2010
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 133 380 0 11 Jul 2010
High-dimensional generalized linear models and the lasso Sara van de Geer 196 749 0 04 Apr 2008