Gabor Lugosi
Gabor Lugosi
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A probabilistic theory of pattern recognition
L Devroye, L Györfi, G Lugosi
Springer Science & Business Media, 2013
45782013
Prediction, learning, and games
N Cesa-Bianchi, G Lugosi
Cambridge university press, 2006
35722006
Concentration Inequalities: A Nonasymptotic Theory of Independence
S Boucheron, G Lugosi, P Massart
Oxford University Press, 2013
24982013
Combinatorial methods in density estimation
L Devroye, G Lugosi
Springer Science & Business Media, 2012
8422012
Theory of classification: A survey of some recent advances
S Boucheron, O Bousquet, G Lugosi
ESAIM: probability and statistics 9, 323-375, 2005
6782005
Introduction to statistical learning theory
O Bousquet, S Boucheron, G Lugosi
Summer School on Machine Learning, 169-207, 2003
6542003
Consistency of random forests and other averaging classifiers.
G Biau, L Devroye, G Lugosi
Journal of Machine Learning Research 9 (9), 2008
5622008
Model selection and error estimation
PL Bartlett, S Boucheron, G Lugosi
Machine Learning 48 (1), 85-113, 2002
4112002
Combinatorial bandits
N Cesa-Bianchi, G Lugosi
Journal of Computer and System Sciences 78 (5), 1404-1422, 2012
3512012
Ranking and empirical minimization of U-statistics
S Clémençon, G Lugosi, N Vayatis
Annals of Statistics 36 (2), 844-874, 2008
3292008
Concentration inequalities
S Boucheron, G Lugosi, O Bousquet
Summer school on machine learning, 208-240, 2003
320*2003
On the strong universal consistency of nearest neighbor regression function estimates
L Devroye, L Gyorfi, A Krzyzak, G Lugosi
The Annals of Statistics, 1371-1385, 1994
2751994
On the Bayes-risk consistency of regularized boosting methods
G Lugosi, N Vayatis
The Annals of statistics 32 (1), 30-55, 2004
2622004
Concentration inequalities using the entropy method
S Boucheron, G Lugosi, P Massart
Annals of probability 31 (3), 1583-1614, 2003
2552003
A sharp concentration inequality with applications
S Boucheron, G Lugosi, P Massart
Random Structures & Algorithms 16 (3), 277-292, 2000
2372000
Learning pattern classification-a survey
SR Kulkarni, G Lugosi, SS Venkatesh
IEEE Transactions on Information Theory 44 (6), 2178-2206, 1998
2251998
Consistency of data-driven histogram methods for density estimation and classification
G Lugosi, A Nobel
Annals of Statistics 24 (2), 687-706, 1996
2201996
Regret in online combinatorial optimization
JY Audibert, S Bubeck, G Lugosi
Mathematics of Operations Research 39 (1), 31-45, 2014
1912014
Nonparametric estimation via empirical risk minimization
G Lugosi, K Zeger
IEEE Transactions on information theory 41 (3), 677-687, 1995
1771995
Moment inequalities for functions of independent random variables
S Boucheron, O Bousquet, G Lugosi, P Massart
Annals of Probability 33 (2), 514-560, 2005
1682005
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