Adaptive Lasso and group-Lasso for functional Poisson regression

22 December 2014

Papers citing "Adaptive Lasso and group-Lasso for functional Poisson regression"

18 / 18 papers shown

Title
Group Lasso for generalized linear models in high dimension Mélanie Blazère Jean-Michel Loubes Fabrice Gamboa 78 30 0 11 Aug 2013
Learning Heteroscedastic Models by Convex Programming under Group Sparsity A. Dalalyan Mohamed Hebiri Katia Méziani Joseph Salmon 132 28 0 16 Apr 2013
Lasso and probabilistic inequalities for multivariate point processes N. Hansen Patricia Reynaud-Bouret Vincent Rivoirard 127 189 0 02 Aug 2012
Non-asymptotic Oracle Inequalities for the High-Dimensional Cox Regression via Lasso S. Kong B. Nan 117 57 0 09 Apr 2012
High-dimensional additive hazard models and the Lasso S. Gaiffas Agathe Guilloux 79 50 0 23 Jun 2011
Consistent group selection in high-dimensional linear regression Fengrong Wei Jian Huang 161 145 0 29 Nov 2010
Regularization for Cox's proportional hazards model with NP-dimensionality Jelena Bradic Jianqing Fan Jiancheng Jiang 60 98 0 25 Oct 2010
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 237 382 0 11 Jul 2010
Self-concordant analysis for logistic regression Francis R. Bach 161 208 0 24 Oct 2009
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 224 729 0 05 Oct 2009
Adaptive Dantzig density estimation Karine Bertin E. L. Pennec Vincent Rivoirard 143 45 0 06 May 2009
The Benefit of Group Sparsity Junzhou Huang Tong Zhang 165 465 0 20 Jan 2009
Support union recovery in high-dimensional multivariate regression G. Obozinski Martin J. Wainwright Michael I. Jordan 197 323 0 05 Aug 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 445 755 0 04 Apr 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 357 2,527 0 07 Jan 2008
Data-driven wavelet-Fisz methodology for nonparametric function estimation Piotr Fryzlewicz 109 21 0 06 Nov 2007
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 334 361 0 19 Oct 2007
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 361 470 0 23 May 2007