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Gabor Lugosi
Gabor Lugosi
ICREA and Universitat Pompeu Fabra
Geverifieerd e-mailadres voor upf.edu - Homepage
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A probabilistic theory of pattern recognition
L Devroye, L Györfi, G Lugosi
Springer Science & Business Media, 2013
54622013
Prediction, learning, and games
N Cesa-Bianchi, G Lugosi
Cambridge university press, 2006
52312006
Concentration inequalities
S Boucheron, G Lugosi, P Massart
Summer school on machine learning, 2013
4703*2013
Combinatorial methods in density estimation
L Devroye, G Lugosi
Springer Science & Business Media, 2001
10742001
Benign overfitting in linear regression
PL Bartlett, PM Long, G Lugosi, A Tsigler
Proceedings of the National Academy of Sciences 117 (48), 30063-30070, 2020
10322020
Introduction to statistical learning theory
O Bousquet, S Boucheron, G Lugosi
Summer school on machine learning, 169-207, 2003
8842003
Theory of classification: A survey of some recent advances
S Boucheron, O Bousquet, G Lugosi
ESAIM: probability and statistics 9, 323-375, 2005
8792005
Consistency of random forests and other averaging classifiers.
G Biau, L Devroye, G Lugosi
Journal of Machine Learning Research 9 (9), 2008
8242008
Combinatorial bandits
N Cesa-Bianchi, G Lugosi
Journal of Computer and System Sciences 78 (5), 1404-1422, 2012
5532012
Model selection and error estimation
PL Bartlett, S Boucheron, G Lugosi
Machine Learning 48, 85-113, 2002
4992002
Ranking and Empirical Minimization of U-statistics
S Clémençon, G Lugosi, N Vayatis
4482008
On the strong universal consistency of nearest neighbor regression function estimates
L Devroye, L Györfi, A Krzyżak, G Lugosi
The annals of Statistics, 1371-1385, 1994
4231994
Bandits with heavy tail
S Bubeck, N Cesa-Bianchi, G Lugosi
IEEE Transactions on Information Theory 59 (11), 7711-7717, 2013
3432013
On the Bayes-risk consistency of regularized boosting methods
G Lugosi, N Vayatis
The Annals of statistics 32 (1), 30-55, 2004
2962004
Concentration inequalities using the entropy method
S Boucheron, G Lugosi, P Massart
The Annals of Probability 31 (3), 1583-1614, 2003
2902003
Mean estimation and regression under heavy-tailed distributions: A survey
G Lugosi, S Mendelson
Foundations of Computational Mathematics 19 (5), 1145-1190, 2019
2842019
A sharp concentration inequality with applications
S Boucheron, G Lugosi, P Massart
Random Structures & Algorithms 16 (3), 277-292, 2000
2782000
Consistency of data-driven histogram methods for density estimation and classification
G Lugosi, A Nobel
The Annals of Statistics 24 (2), 687-706, 1996
2631996
Learning pattern classification-a survey
SR Kulkarni, G Lugosi, SS Venkatesh
IEEE Transactions on Information Theory 44 (6), 2178-2206, 1998
2621998
Regret in online combinatorial optimization
JY Audibert, S Bubeck, G Lugosi
Mathematics of Operations Research 39 (1), 31-45, 2014
2602014
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Artikelen 1–20