Luc Devroye

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Gabor LugosiICREA and Universitat Pompeu FabraVerified email at upf.edu
László GyörfiProfessor of Information Theory, Budapest University of Technology and EconomicsVerified email at cs.bme.hu
Gérard BiauProfessor, Sorbonne University, ParisVerified email at sorbonne-universite.fr
Prosenjit BoseCarleton UniversityVerified email at scs.carleton.ca
Nicolas BroutinSorbonne UniversitéVerified email at sorbonne-universite.fr
Pat MorinCarleton UniversityVerified email at scs.carleton.ca
Adam KrzyzakConcordia UniversityVerified email at cs.concordia.ca
Louigi Addario-BerryProfessor of Mathematics, McGill UniversityVerified email at mcgill.ca
Abbas MehrabianGoogle DeepMindVerified email at deepmind.com
Xing Shi CaiAssistant Professor at Mathematics Department, Duke Kunshan University, ChinaVerified email at dukekunshan.edu.cn
Ralph NeiningerGoethe Universität, Frankfurt a.M.Verified email at math.uni-frankfurt.de
William S. EvansUniversity of British ColumbiaVerified email at cs.ubc.ca
Roberto Imbuzeiro OliveiraProfessor, IMPAVerified email at impa.br
Nicolas FraimanUniversity of North Carolina at Chapel HillVerified email at email.unc.edu
david avisMcGill University and Kyoto UniversityVerified email at cs.mcgill.ca
Vida DujmovicUniversity of OttawaVerified email at uottawa.ca
Binhai ZhuMontana State UniversityVerified email at montana.edu
David KirkpatrickProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Frederic UdinaProfessor of statistics. Univ. Pompeu Fabra. Dept Economics & BusinessVerified email at upf.edu
Jan BeirlantKU LeuvenVerified email at wis.kuleuven.be

Luc Devroye

McGill University

Verified email at cs.mcgill.ca - Homepage

Probabilistic analysis of algorithms


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Nonuniform random variate generation L Devroye Handbooks in operations research and management science 13, 83-121, 2006	6009	2006
A probabilistic theory of pattern recognition L Devroye, L Györfi, G Lugosi Springer Science & Business Media, 2013	5260	2013
Nonparametric density estimation L Devroye The L_1 View, 1985	2019	1985
Combinatorial methods in density estimation L Devroye, G Lugosi Springer Science & Business Media, 2001	1049	2001
A course in density estimation L Devroye Birkhauser Boston Inc., 1987	875	1987
Consistency of random forests and other averaging classifiers. G Biau, L Devroye, G Lugosi Journal of Machine Learning Research 9 (9), 2008	811	2008
On the strong universal consistency of nearest neighbor regression function estimates L Devroye, L Györfi, A Krzyżak, G Lugosi The annals of Statistics, 1371-1385, 1994	419	1994
Lectures on the nearest neighbor method G Biau, L Devroye Springer, 2015	355	2015
Distribution-free consistency results in nonparametric discrimination and regression function estimation LP Devroye, TJ Wagner The Annals of Statistics, 231-239, 1980	323	1980
On the almost everywhere convergence of nonparametric regression function estimates L Devroye The Annals of Statistics, 1310-1319, 1981	316	1981
A note on the height of binary search trees L Devroye Journal of the ACM (JACM) 33 (3), 489-498, 1986	315	1986
Distribution-free performance bounds for potential function rules L Devroye, T Wagner IEEE Transactions on Information Theory 25 (5), 601-604, 1979	306	1979
Sample-based non-uniform random variate generation L Devroye Proceedings of the 18th conference on Winter simulation, 260-265, 1986	292	1986
Detection of abnormal behavior via nonparametric estimation of the support L Devroye, GL Wise SIAM Journal on Applied Mathematics 38 (3), 480-488, 1980	271	1980
The total variation distance between high-dimensional Gaussians with the same mean L Devroye, A Mehrabian, T Reddad arXiv preprint arXiv:1810.08693, 2018	266	2018
The Equivalence of Weak, Strong and Complete Convergence in L₁ for Kernel Density Estimates L Devroye The Annals of Statistics, 896-904, 1983	265	1983
L. Gy or, and G. Lugosi. A probabilistic theory of pattern recognition L Devroye Springer-Verlag, New York, 1996	241	1996
Sub-Gaussian mean estimators L Devroye, M Lerasle, G Lugosi, RI Oliveira	223	2016
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	211	1988
Branching processes in the analysis of the heights of trees L Devroye Acta Informatica 24 (3), 277-298, 1987	206	1987

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