Optimal model selection in density estimation

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Optimal model selection in density estimation

9 October 2009

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Papers citing "Optimal model selection in density estimation"

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Title
Adaptive directional estimator of the density in R^d for independent and mixing sequences Sinda Ammous J. Dedecker Céline Duval 76 0 0 22 May 2023
An adaptive procedure for Fourier estimators: illustration to deconvolution and decompounding Céline Duval Johanna Kappus 46 3 0 14 Feb 2018
Estimator selection: a new method with applications to kernel density estimation C. Lacour P. Massart Vincent Rivoirard 92 57 0 18 Jul 2016
Optimal kernel selection for density estimation M. Lerasle Nelo Molter Magalhães Patricia Reynaud-Bouret 55 18 0 06 Nov 2015
Model selection in logistic regression Marius Kwemou M. Taupin A. Tocquet 56 3 0 30 Aug 2015
Slope heuristics and V-Fold model selection in heteroscedastic regression using strongly localized bases F. Navarro Adrien Saumard 74 16 0 21 May 2015
Optimal upper and lower bounds for the true and empirical excess risks in heteroscedastic least-squares regression Adrien Saumard 95 22 0 24 Apr 2013
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation Sylvain Arlot M. Lerasle 70 19 0 22 Oct 2012
Robust empirical mean Estimators M. Lerasle R. I. Oliveira 153 81 0 16 Dec 2011
Oracle approach and slope heuristic in context tree estimation Aurélien Garivier M. Lerasle 111 4 0 09 Nov 2011
Multi-task Regression using Minimal Penalties Matthieu Solnon Sylvain Arlot Francis R. Bach 119 59 0 22 Jul 2011
Sharp oracle inequalities and slope heuristic for specification probabilities estimation in discrete random fields M. Lerasle D. Takahashi 88 9 0 13 Jun 2011
The Slope Heuristics in Heteroscedastic Regression Adrien Saumard 178 8 0 06 Apr 2011
An Oracle Approach for Interaction Neighborhood Estimation in Random Fields M. Lerasle D. Takahashi 102 5 0 22 Oct 2010
Adaptive non-asymptotic confidence balls in density estimation M. Lerasle 172 3 0 26 Jul 2010
Optimal model selection for density estimation of stationary data under various mixing conditions M. Lerasle 212 19 0 08 Nov 2009
Choosing a penalty for model selection in heteroscedastic regression Sylvain Arlot 172 13 0 16 Dec 2008