Bin width selection in multivariate histograms by the combinatorial method

JOURNAL ARTICLE published June 2004 in Test

Authors: Luc Devroye | Gábor Lugosi

A universally acceptable smoothing factor for kernel density estimates

JOURNAL ARTICLE published 1 December 1996 in The Annals of Statistics

Authors: Luc Devroye | Gábor Lugosi

Density estimation by the penalized combinatorial method

JOURNAL ARTICLE published May 2005 in Journal of Multivariate Analysis

Authors: Gérard Biau | Luc Devroye

Universal smoothing factor selection in density estimation: theory and practice

JOURNAL ARTICLE published December 1997 in Test

Authors: Duc Devroye | J. Beirlant | R. Cao | R. Fraiman | P. Hall | M. C. Jones | Gábor Lugosi | E. Mammen | J. S. Marron | C. Sánchez-Sellero | J. de Uña | F. Udina | L. Devroye

Inequalities for a New Data-Based Method for Selecting Nonparametric Density Estimates

BOOK CHAPTER published 31 December 2000 in Asymptotics in Statistics and Probability

Authors: Luc Devroye | Gabor Lugosi | Frederic Udina

Random-Walk Perturbations for Online Combinatorial Optimization

JOURNAL ARTICLE published July 2015 in IEEE Transactions on Information Theory

Research funded by Spanish Ministry of Science and Technology (MTM2012-37195) | European Union Seventh Framework Programme (FP7/2007-2013) through the Project entitled CompLACS (270327)

Authors: Luc Devroye | Gabor Lugosi | Gergely Neu

Combinatorial Aspects of Vapnik-Chervonenkis Theory

BOOK CHAPTER published 1996 in A Probabilistic Theory of Pattern Recognition

Authors: Luc Devroye | László Györfi | Gábor Lugosi

Error Estimation

BOOK CHAPTER published 1996 in A Probabilistic Theory of Pattern Recognition

Authors: Luc Devroye | László Györfi | Gábor Lugosi

Consistency of data-driven histogram methods for density estimation and classification

JOURNAL ARTICLE published 1 April 1996 in The Annals of Statistics

Authors: Gábor Lugosi | Andrew Nobel

On mean estimation for heteroscedastic random variables

JOURNAL ARTICLE published 1 February 2023 in Annales de l'Institut Henri Poincaré, Probabilités et Statistiques

Authors: Luc Devroye | Silvio Lattanzi | Gábor Lugosi | Nikita Zhivotovskiy

A Note on Robust Detection

JOURNAL ARTICLE published in SSRN Electronic Journal

Authors: Luc Devroye | Laszlo Gyorfi | Gábor Lugosi

Kernel Density Estimation

BOOK CHAPTER published 2001 in Springer Series in Statistics

Authors: P. P. B. Eggermont | V. N. LaRiccia

Distribution and Density Estimation

BOOK CHAPTER published 2002 in Principles of Nonparametric Learning

Authors: L. Devroye | L. Györfi

Nonparametric Density Estimation in Action

BOOK CHAPTER published 2001 in Springer Series in Statistics

Authors: P. P. B. Eggermont | V. N. LaRiccia

Variable Kernel Estimates: On the Impossibility of Tuning the Parameters

JOURNAL ARTICLE published in SSRN Electronic Journal

Authors: Luc Devroye | Gábor Lugosi

Connectivity of sparse bluetooth networks

JOURNAL ARTICLE published 1 January 2015 in Electronic Communications in Probability

Authors: Nicolas Broutin | Luc Devroye | Gabor Lugosi

Lower bounds in pattern recognition and learning

JOURNAL ARTICLE published July 1995 in Pattern Recognition

Authors: Luc Devroye | Gábor Lugosi

Sub-Gaussian mean estimators

JOURNAL ARTICLE published 1 December 2016 in The Annals of Statistics

Authors: Luc Devroye | Matthieu Lerasle | Gabor Lugosi | Roberto I. Oliveira

Nonasymptotic universal smoothing factors, kernel complexity and Yatracos classes

JOURNAL ARTICLE published 1 December 1997 in The Annals of Statistics

Authors: Luc Devroye | Gábor Lugosi

Local tail bounds for functions of independent random variables

JOURNAL ARTICLE published 1 January 2008 in The Annals of Probability

Authors: Luc Devroye | Gábor Lugosi