Gabor Lugosi

17 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-1614-5901

ICREA

Publications

Robust multivariate mean estimation: The optimality of trimmed mean — The Annals of Statistics 2021
Sub-Gaussian estimators of the mean of a random vector — The Annals of Statistics 2019
Set estimation from reflected Brownian motion — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
Sub-Gaussian mean estimators — The Annals of Statistics 2016
Detection of correlations — The Annals of Statistics 2012
On combinatorial testing problems — The Annals of Statistics 2010
Ranking and Empirical Minimization of U-statistics — The Annals of Statistics 2008
Discussion: Local Rademacher complexities and oracle inequalities in risk minimization — The Annals of Statistics 2006
Complexity regularization via localized random penalties — The Annals of Statistics 2004
Discussions of boosting papers, and rejoinders — The Annals of Statistics 2004
On the Bayes-risk consistency of regularized boosting methods — The Annals of Statistics 2004
Adaptive model selection using empirical complexities — The Annals of Statistics 1999
On prediction of individual sequences — The Annals of Statistics 1999
Nonasymptotic universal smoothing factors, kernel complexity and Yatracos classes — The Annals of Statistics 1997
A universally acceptable smoothing factor for kernel density estimates — The Annals of Statistics 1996
Consistency of data-driven histogram methods for density estimation and classification — The Annals of Statistics 1996
On the Strong Universal Consistency of Nearest Neighbor Regression Function Estimates — The Annals of Statistics 1994