Structural adaptation via $L_p$ -norm oracle inequalities

19 April 2007

Papers citing "Structural adaptation via $L_p$-norm oracle inequalities"

22 / 22 papers shown

Title
Explaining the Success of Nearest Neighbor Methods in Prediction George H. Chen Devavrat Shah OOD 598 148 0 21 Feb 2025
Privately Learning Smooth Distributions on the Hypercube by Projections Clément Lalanne Sébastien Gadat 72 1 0 16 Sep 2024
Multivariate Trend Filtering for Lattice Data Veeranjaneyulu Sadhanala Yu Wang Addison J. Hu Robert Tibshirani 53 7 0 29 Dec 2021
Aggregating estimates by convex optimization A. Juditsky A. Nemirovski 55 0 0 16 Jul 2021
Divergence Frontiers for Generative Models: Sample Complexity, Quantization Effects, and Frontier Integrals Lang Liu Krishna Pillutla Sean Welleck Sewoong Oh Yejin Choi Zaïd Harchaoui MQ 86 14 0 15 Jun 2021
Numerical performance of Penalized Comparison to Overfitting for multivariate kernel density estimation S. Varet C. Lacour P. Massart Vincent Rivoirard 28 10 0 04 Feb 2019
Estimator selection: a new method with applications to kernel density estimation C. Lacour P. Massart Vincent Rivoirard 75 57 0 18 Jul 2016
Minimal penalty for Goldenshluger-Lepski method C. Lacour P. Massart 83 37 0 03 Mar 2015
Adaptive estimation over anisotropic functional classes via oracle approach O. Lepski 81 35 0 18 May 2014
Adaptive estimation under single-index constraint in a regression model O. Lepski N. Serdyukova 128 27 0 29 Apr 2013
Multivariate density estimation under sup-norm loss: oracle approach, adaptation and independent structure Lepski Oleg 94 8 0 26 Oct 2012
Adaptive confidence bands in the nonparametric fixed design regression model Pierre-Yves Massé William Meiniel 73 2 0 17 Jul 2012
Uniform bias study and Bahadur representation for local polynomial estimators of the conditional quantile function E. Guerre Camille Sabbah 242 80 0 25 May 2011
Bandwidth selection in kernel density estimation: Oracle inequalities and adaptive minimax optimality A. Goldenshluger O. Lepski 412 245 0 06 Sep 2010
Estimator selection in the Gaussian setting Y. Baraud Christophe Giraud S. Huet 148 32 0 13 Jul 2010
Minimax and minimax adaptive estimation in multiplicative regression : locally bayesian approach M. Chichignoud 128 20 0 31 May 2010
Confidence bands in density estimation Evarist Giné Richard Nickl 277 176 0 25 Feb 2010
Nonparametric estimation of composite functions A. Juditsky O. Lepski Alexandre B. Tsybakov 121 46 0 04 Jun 2009
Estimator selection with respect to Hellinger-type risks Y. Baraud 196 39 0 10 May 2009
Uniform bounds for norms of sums of independent random functions A. Goldenshluger O. Lepski 237 32 0 13 Apr 2009
Adaptive estimation of a distribution function and its density in sup-norm loss by wavelet and spline projections Evarist Giné Richard Nickl 146 33 0 09 May 2008
A universal procedure for aggregating estimators A. Goldenshluger FedML 620 33 0 19 Apr 2007

Structural adaptation via LpL_pLp​-norm oracle inequalities

Papers citing "Structural adaptation via $L_p$-norm oracle inequalities"

Structural adaptation via $L_p$ -norm oracle inequalities