Adaptive estimation over anisotropic functional classes via oracle approach

18 May 2014

Papers citing "Adaptive estimation over anisotropic functional classes via oracle approach"

20 / 20 papers shown

Title
Adaptive estimation under single-index constraint in a regression model O. Lepski N. Serdyukova 109 27 0 29 Apr 2013
On adaptive minimax density estimation on $R^d$ A. Goldenshluger O. Lepski 104 109 0 05 Oct 2012
A robust, adaptive M-estimator for pointwise estimation in heteroscedastic regression M. Chichignoud Johannes Lederer 64 16 0 18 Jul 2012
Spatially Adaptive Density Estimation by Localised Haar Projections F. Gach Richard Nickl V. Spokoiny 85 23 0 11 Nov 2011
Adaptation to anisotropy and inhomogeneity via dyadic piecewise polynomial selection N. Akakpo 95 28 0 15 Feb 2011
Concentration Inequalities and Confidence Bands for Needlet Density Estimators on Compact Homogeneous Manifolds G. Kerkyacharian Richard Nickl D. Picard 111 37 0 11 Feb 2011
Bandwidth selection in kernel density estimation: Oracle inequalities and adaptive minimax optimality A. Goldenshluger O. Lepski 357 245 0 06 Sep 2010
Estimator selection in the Gaussian setting Y. Baraud Christophe Giraud S. Huet 111 32 0 13 Jul 2010
Minimax and minimax adaptive estimation in multiplicative regression : locally bayesian approach M. Chichignoud 98 20 0 31 May 2010
Exponential Screening and optimal rates of sparse estimation Philippe Rigollet Alexandre B. Tsybakov 186 241 0 12 Mar 2010
Localized spherical deconvolution G. Kerkyacharian T. Ngoc D. Picard 166 36 0 13 Aug 2009
Adaptive density estimation: a curse of support? Patricia Reynaud-Bouret Vincent Rivoirard Christine Tuleau-Malot 117 59 0 10 Jul 2009
Nonparametric estimation of composite functions A. Juditsky O. Lepski Alexandre B. Tsybakov 97 46 0 04 Jun 2009
Model selection for density estimation with L2-loss Lucien Birgé 133 16 0 10 Aug 2008
Adaptive estimation of and oracle inequalities for probability densities and characteristic functions S. Efromovich 86 39 0 18 Jun 2008
Rate-optimal estimation for a general class of nonparametric regression models with unknown link functions J. Horowitz E. Mammen 127 81 0 20 Mar 2008
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity A. Dalalyan Alexandre B. Tsybakov 147 176 0 19 Mar 2008
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 473 362 0 19 Oct 2007
A universal procedure for aggregating estimators A. Goldenshluger FedML 528 33 0 19 Apr 2007
Structural adaptation via $L_p$ -norm oracle inequalities A. Goldenshluger O. Lepski 976 66 0 19 Apr 2007