Greedy algorithms for prediction

5 February 2016

Papers citing "Greedy algorithms for prediction"

17 / 17 papers shown

Title
On the uniform convergence of empirical norms and inner products, with application to causal inference Sara van de Geer 89 37 0 21 Oct 2013
AdaBoost and Forward Stagewise Regression are First-Order Convex Optimization Methods R. Freund Paul Grigas Rahul Mazumder 47 13 0 04 Jul 2013
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 177 1,130 0 03 Mar 2013
Confidence sets in sparse regression Richard Nickl Sara van de Geer 100 111 0 07 Sep 2012
Statistical significance in high-dimensional linear models Peter Buhlmann 162 229 0 07 Feb 2012
Degrees of freedom in lasso problems Robert Tibshirani Jonathan E. Taylor 103 363 0 02 Nov 2011
High-dimensional regression with noisy and missing data: Provable guarantees with nonconvexity Po-Ling Loh Martin J. Wainwright 106 561 0 16 Sep 2011
Sparse Models and Methods for Optimal Instruments with an Application to Eminent Domain A. Belloni Daniel L. Chen Victor Chernozhukov Christian B. Hansen 168 561 0 21 Oct 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 309 3,557 0 25 Feb 2010
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 241 731 0 05 Oct 2009
L1-Penalized Quantile Regression in High-Dimensional Sparse Models A. Belloni Victor Chernozhukov 168 457 0 19 Apr 2009
High-dimensional generalized linear models and the lasso Sara van de Geer 526 755 0 04 Apr 2008
Approximation and learning by greedy algorithms Andrew R. Barron A. Cohen W. Dahmen Ronald A. DeVore 228 323 0 12 Mar 2008
On the "degrees of freedom" of the lasso H. Zou Trevor Hastie Robert Tibshirani 272 1,041 0 06 Dec 2007
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 408 362 0 19 Oct 2007
Pathwise coordinate optimization J. Friedman Trevor Hastie Holger Hofling Robert Tibshirani 235 2,053 0 10 Aug 2007
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 464 472 0 23 May 2007