Luc Devroye
Luc Devroye
McGill University
Adresse e-mail validée de cs.mcgill.ca - Page d'accueil
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Non-Uniform Random Variate Generation
L Devroye
Springer, 1986
5569*1986
A probabilistic theory of pattern recognition
L Devroye, L Györfi, G Lugosi
Springer Science & Business Media, 2013
45962013
Nonparametric density estimation
L Devroye
The L_1 View, 1985
18451985
Combinatorial methods in density estimation
L Devroye, G Lugosi
Springer Science & Business Media, 2012
8632012
A course in density estimation
L Devroye
Birkhauser Boston Inc., 1987
8161987
Consistency of random forests and other averaging classifiers.
G Biau, L Devroye, G Lugosi
Journal of Machine Learning Research 9 (9), 2008
5722008
Distribution-free consistency results in nonparametric discrimination and regression function estimation
LP Devroye, TJ Wagner
The Annals of Statistics, 231-239, 1980
3081980
On the almost everywhere convergence of nonparametric regression function estimates
L Devroye
The Annals of Statistics, 1310-1319, 1981
2951981
Fast SVM training algorithm with decomposition on very large data sets
J Dong, A Krzyzak, CY Suen
IEEE transactions on pattern analysis and machine intelligence 27 (4), 603-618, 2005
2892005
A note on the height of binary search trees
L Devroye
Journal of the ACM (JACM) 33 (3), 489-498, 1986
2881986
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
2851994
Distribution-free performance bounds for potential function rules
L Devroye, T Wagner
IEEE Transactions on Information Theory 25 (5), 601-604, 1979
2381979
Detection of abnormal behavior via nonparametric estimation of the support
L Devroye, GL Wise
SIAM Journal on Applied Mathematics 38 (3), 480-488, 1980
2311980
The Equivalence of Weak, Strong and Complete Convergence in L1 for Kernel Density Estimates
L Devroye
The Annals of Statistics, 896-904, 1983
2151983
On the spanning ratio of gabriel graphs and β-skeletons
P Bose, L Devroye, W Evans, D Kirkpatrick
Latin American Symposium on Theoretical Informatics, 479-493, 2002
204*2002
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
1961988
Branching processes in the analysis of the heights of trees
L Devroye
Acta Informatica 24 (3), 277-298, 1987
1871987
Lectures on the nearest neighbor method
G Biau, L Devroye
Springer, 2015
1792015
The strong uniform consistency of nearest neighbor density estimates
LP Devroye, TJ Wagner
The Annals of Statistics, 536-540, 1977
1741977
The uniform convergence of nearest neighbor regression function estimators and their application in optimization
L Devroye
IEEE Transactions on Information Theory 24 (2), 142-151, 1978
1711978
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