Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity

19 March 2008

Papers citing "Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity"

6 / 6 papers shown

Title
The sparsity and bias of the Lasso selection in high-dimensional linear regression Cun-Hui Zhang Jian Huang 271 869 0 07 Aug 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 421 755 0 04 Apr 2008
Hierarchical selection of variables in sparse high-dimensional regression Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 173 38 0 08 Jan 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 327 2,527 0 07 Jan 2008
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 302 361 0 19 Oct 2007
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 321 470 0 23 May 2007