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Luc Devroye
Luc Devroye
McGill University
Adresse e-mail validée de cs.mcgill.ca - Page d'accueil
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Nonuniform random variate generation
L Devroye
Handbooks in operations research and management science 13, 83-121, 2006
60592006
A probabilistic theory of pattern recognition
L Devroye, L Györfi, G Lugosi
Springer Science & Business Media, 2013
53102013
Nonparametric density estimation
L Devroye
The L_1 View, 1985
20381985
Combinatorial methods in density estimation
L Devroye, G Lugosi
Springer Science & Business Media, 2001
10602001
A course in density estimation
L Devroye
Birkhauser Boston Inc., 1987
8781987
Consistency of random forests and other averaging classifiers.
G Biau, L Devroye, G Lugosi
Journal of Machine Learning Research 9 (9), 2008
8242008
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
4261994
Lectures on the nearest neighbor method
G Biau, L Devroye
Springer, 2015
3722015
Distribution-free consistency results in nonparametric discrimination and regression function estimation
LP Devroye, TJ Wagner
The Annals of Statistics, 231-239, 1980
3231980
A note on the height of binary search trees
L Devroye
Journal of the ACM (JACM) 33 (3), 489-498, 1986
3161986
On the almost everywhere convergence of nonparametric regression function estimates
L Devroye
The Annals of Statistics, 1310-1319, 1981
3161981
Distribution-free performance bounds for potential function rules
L Devroye, T Wagner
IEEE Transactions on Information Theory 25 (5), 601-604, 1979
3121979
Sample-based non-uniform random variate generation
L Devroye
Proceedings of the 18th conference on Winter simulation, 260-265, 1986
2941986
The total variation distance between high-dimensional Gaussians with the same mean
L Devroye, A Mehrabian, T Reddad
arXiv preprint arXiv:1810.08693, 2018
2802018
Detection of abnormal behavior via nonparametric estimation of the support
L Devroye, GL Wise
SIAM Journal on Applied Mathematics 38 (3), 480-488, 1980
2771980
The Equivalence of Weak, Strong and Complete Convergence in L1 for Kernel Density Estimates
L Devroye
The Annals of Statistics, 896-904, 1983
2681983
L. Gy or, and G. Lugosi. A probabilistic theory of pattern recognition
L Devroye
Springer-Verlag, New York, 1996
2411996
Sub-Gaussian mean estimators
L Devroye, M Lerasle, G Lugosi, RI Oliveira
2322016
Automatic pattern recognition: A study of the probability of error
L Devroye
IEEE Transactions on pattern analysis and machine intelligence 10 (4), 530-543, 1988
2131988
Branching processes in the analysis of the heights of trees
L Devroye
Acta Informatica 24 (3), 277-298, 1987
2091987
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