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 upmc.fr
Pat MorinCarleton UniversityVerified email at scs.carleton.ca
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
Nicolas FraimanUniversity of North Carolina at Chapel HillVerified email at email.unc.edu
Frederic UdinaProfessor of statistics. Univ. Pompeu Fabra. Dept Economics & BusinessVerified email at upf.edu
Roberto Imbuzeiro OliveiraProfessor, IMPAVerified email at impa.br
William S. EvansUniversity of British ColumbiaVerified email at cs.ubc.ca
András AntosBudapest University of Technology and EconomicsVerified email at cs.bme.hu
Omar FawziInria, ENS LyonVerified email at ens-lyon.fr
Bruce ReedMcGill UniversityVerified email at cs.mcgill.ca
Hsien-Kuei HwangDistinguished Research Fellow, Institute of Statistical Science, Academia SinicaVerified email at stat.sinica.edu.tw
James KingOptimization Algorithms Researcher - D-Wave SystemsVerified email at physics.ox.ac.uk
Sebastien BubeckSr Principal Research Manager, ML Foundations group, Microsoft ResearchVerified email at microsoft.com
Gergely NeuArtificial Intelligence and Machine Learning group, Universitat Pompeu FabraVerified email at upf.edu
David Cohen-SteinerresearcherVerified email at sophia.inria.fr

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
Non-Uniform Random Variate Generation L Devroye Springer, 1986	6092*	1986
A probabilistic theory of pattern recognition L Devroye, L Györfi, G Lugosi Springer Science & Business Media, 2013	4999	2013
Nonparametric density estimation L Devroye The L_1 View, 1985	1965	1985
Combinatorial methods in density estimation L Devroye, G Lugosi Springer Science & Business Media, 2001	972	2001
A course in density estimation L Devroye Birkhauser Boston Inc., 1987	850	1987
Consistency of random forests and other averaging classifiers. G Biau, L Devroye, G Lugosi Journal of Machine Learning Research 9 (9), 2008	712	2008
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	364	1994
Distribution-free consistency results in nonparametric discrimination and regression function estimation LP Devroye, TJ Wagner The Annals of Statistics, 231-239, 1980	318	1980
On the almost everywhere convergence of nonparametric regression function estimates L Devroye The Annals of Statistics, 1310-1319, 1981	312	1981
A note on the height of binary search trees L Devroye Journal of the ACM (JACM) 33 (3), 489-498, 1986	311	1986
Lectures on the nearest neighbor method G Biau, L Devroye Springer International Publishing, 2015	280	2015
Distribution-free performance bounds for potential function rules L Devroye, T Wagner IEEE Transactions on Information Theory 25 (5), 601-604, 1979	272	1979
Detection of abnormal behavior via nonparametric estimation of the support L Devroye, GL Wise SIAM Journal on Applied Mathematics 38 (3), 480-488, 1980	258	1980
The Equivalence of Weak, Strong and Complete Convergence in L₁ for Kernel Density Estimates L Devroye The Annals of Statistics, 896-904, 1983	247	1983
On the spanning ratio of gabriel graphs and β-skeletons P Bose, L Devroye, W Evans, D Kirkpatrick LATIN 2002: Theoretical Informatics: 5th Latin American Symposium Cancun …, 2002	214*	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	206	1988
Branching processes in the analysis of the heights of trees L Devroye Acta Informatica 24 (3), 277-298, 1987	197	1987
The strong uniform consistency of nearest neighbor density estimates LP Devroye, TJ Wagner The Annals of Statistics, 536-540, 1977	188	1977
Consistent deconvolution in density estimation L Devroye The Canadian Journal of Statistics/La Revue Canadienne de Statistique, 235-239, 1989	184	1989
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	183	1978

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