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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
52562013
Prediction, learning, and games
N Cesa-Bianchi, G Lugosi
Cambridge university press, 2006
49892006
Concentration inequalities
S Boucheron, G Lugosi, P Massart
Summer school on machine learning, 2013
4444*2013
Combinatorial methods in density estimation
L Devroye, G Lugosi
Springer Science & Business Media, 2001
10442001
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
8992020
Theory of classification: A survey of some recent advances
S Boucheron, O Bousquet, G Lugosi
ESAIM: probability and statistics 9, 323-375, 2005
8522005
Introduction to statistical learning theory
O Bousquet, S Boucheron, G Lugosi
Summer school on machine learning, 169-207, 2003
8492003
Consistency of random forests and other averaging classifiers.
G Biau, L Devroye, G Lugosi
Journal of Machine Learning Research 9 (9), 2008
8012008
Combinatorial bandits
N Cesa-Bianchi, G Lugosi
Journal of Computer and System Sciences 78 (5), 1404-1422, 2012
5202012
Model selection and error estimation
PL Bartlett, S Boucheron, G Lugosi
Machine Learning 48, 85-113, 2002
4832002
Ranking and Empirical Minimization of U-statistics
S Clémençon, G Lugosi, N Vayatis
4392008
On the strong universal consistency of nearest neighbor regression function estimates
L Devroye, L Gyorfi, A Krzyzak, G Lugosi
The annals of Statistics 22 (3), 1371-1385, 1994
4131994
Bandits with heavy tail
S Bubeck, N Cesa-Bianchi, G Lugosi
IEEE Transactions on Information Theory 59 (11), 7711-7717, 2013
3222013
On the Bayes-risk consistency of regularized boosting methods
G Lugosi, N Vayatis
The Annals of statistics 32 (1), 30-55, 2004
2952004
Concentration inequalities using the entropy method
S Boucheron, G Lugosi, P Massart
The Annals of Probability 31 (3), 1583-1614, 2003
2822003
A sharp concentration inequality with applications
S Boucheron, G Lugosi, P Massart
Random Structures & Algorithms 16 (3), 277-292, 2000
2662000
Learning pattern classification-a survey
SR Kulkarni, G Lugosi, SS Venkatesh
IEEE Transactions on Information Theory 44 (6), 2178-2206, 1998
2571998
Consistency of data-driven histogram methods for density estimation and classification
G Lugosi, A Nobel
The Annals of Statistics 24 (2), 687-706, 1996
2551996
Regret in online combinatorial optimization
JY Audibert, S Bubeck, G Lugosi
Mathematics of Operations Research 39 (1), 31-45, 2014
2502014
Mean estimation and regression under heavy-tailed distributions: A survey
G Lugosi, S Mendelson
Foundations of Computational Mathematics 19 (5), 1145-1190, 2019
2442019
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Artikelen 1–20