Gabor Lugosi
Gabor Lugosi
Verified email at upf.edu - Homepage
TitleCited byYear
A probabilistic theory of pattern recognition
L Devroye, L Györfi, G Lugosi
Springer Science & Business Media, 2013
39952013
Prediction, learning, and games
N Cesa-Bianchi, G Lugosi
Cambridge university press, 2006
28242006
Concentration Inequalities: A Nonasymptotic Theory of Independence
S Boucheron, G Lugosi, P Massart
Oxford University Press, 2013
16232013
Combinatorial methods in density estimation
L Devroye, G Lugosi
Springer Science & Business Media, 2012
7202012
Theory of classification: A survey of some recent advances
S Boucheron, O Bousquet, G Lugosi
ESAIM: probability and statistics 9, 323-375, 2005
5612005
Introduction to statistical learning theory
O Bousquet, S Boucheron, G Lugosi
Summer School on Machine Learning, 169-207, 2003
4652003
Consistency of random forests and other averaging classifiers
GĂŠ Biau, L Devroye, GĂĄ Lugosi
Journal of Machine Learning Research 9 (Sep), 2015-2033, 2008
4312008
Model selection and error estimation
PL Bartlett, S Boucheron, G Lugosi
Machine Learning 48 (1-3), 85-113, 2002
3682002
Concentration inequalities
S Boucheron, G Lugosi, O Bousquet
Summer School on Machine Learning, 208-240, 2003
305*2003
Ranking and empirical minimization of U-statistics
S Clémençon, G Lugosi, N Vayatis
The Annals of Statistics 36 (2), 844-874, 2008
2642008
Combinatorial bandits
N Cesa-Bianchi, G Lugosi
Journal of Computer and System Sciences 78 (5), 1404-1422, 2012
2402012
On the Bayes-risk consistency of regularized boosting methods
G Lugosi, N Vayatis
The Annals of statistics 32 (1), 30-55, 2004
2402004
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
2401994
Concentration inequalities using the entropy method
S Boucheron, G Lugosi, P Massart
The Annals of Probability 31 (3), 1583-1614, 2003
2252003
A sharp concentration inequality with applications
S Boucheron, G Lugosi, P Massart
Random Structures & Algorithms 16 (3), 277-292, 2000
2172000
Learning pattern classification-a survey
SR Kulkarni, G Lugosi, SS Venkatesh
IEEE Transactions on Information Theory 44 (6), 2178-2206, 1998
1991998
Consistency of data-driven histogram methods for density estimation and classification
G Lugosi, A Nobel
The Annals of Statistics 24 (2), 687-706, 1996
1951996
Nonparametric estimation via empirical risk minimization
G Lugosi, K Zeger
IEEE Transactions on information theory 41 (3), 677-687, 1995
1611995
Moment inequalities for functions of independent random variables
S Boucheron, O Bousquet, G Lugosi, P Massart
The Annals of Probability 33 (2), 514-560, 2005
1452005
Concentration-of-measure inequalities
G Lugosi
143*2004
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Articles 1–20