László Györfi

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Luc DevroyeMcGill UniversityVerified email at cs.mcgill.ca
Gabor LugosiICREA and Universitat Pompeu FabraVerified email at upf.edu
Jan BeirlantKU LeuvenVerified email at wis.kuleuven.be
Adam KrzyzakConcordia UniversityVerified email at cs.concordia.ca
György OttucsákVerified email at cs.bme.hu
Frederic UdinaProfessor of statistics. Univ. Pompeu Fabra. Dept Economics & BusinessVerified email at upf.edu
András AntosBudapest University of Technology and EconomicsVerified email at cs.bme.hu
Wolfgang Karl HärdleHumboldt-Universität zu Berlin, Ladislaus von Bortkiewicz Professor of StatisticsVerified email at hu-berlin.de
Gérard BiauProfessor, Sorbonne University, ParisVerified email at sorbonne-universite.fr
Arthur GrettonGatsby Computational Neuroscience Unit and Google DeepmindVerified email at gatsby.ucl.ac.uk
Peter KeveiBolyai Institute, University of SzegedVerified email at math.u-szeged.hu
Andrew R BarronProfessor of Statistics, Yale UniversityVerified email at yale.edu
Ezio BiglieriUniversitat Pompeu Fabra Verified email at ieee.org
Márton IspányFull Professor, Faculty of Informatics, University of Debrecen, HungaryVerified email at inf.unideb.hu
Gyula PapProfessor of Mathematics, University of SzegedVerified email at math.u-szeged.hu
Peter AuerMontanuniversität LeobenVerified email at unileoben.ac.at
Andras GyorgyDeepMindVerified email at google.com
Paola G. FerrarioMRIVerified email at mri.bund.de
Roi WeissAriel UniversityVerified email at ariel.ac.il
kevin bleakleyINRIA, FranceVerified email at inria.fr

László Györfi

Professor of Information Theory, Budapest University of Technology and Economics

Verified email at cs.bme.hu - Homepage

Mathematical Statistics


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A probabilistic theory of pattern recognition L Devroye, L Györfi, G Lugosi Springer Science & Business Media, 2013	5224	2013
A distribution-free theory of nonparametric regression L Györfi, M Kohler, A Krzyzak, H Walk Springer Science & Business Media, 2006	2616	2006
Nonparametric density estimation L Devroye, L Györfi The L_1 View, 1985	2030	1985
Nonparametric entropy estimation: An overview J Beirlant, EJ Dudewicz, L Györfi, EC Van der Meulen International Journal of Mathematical and Statistical Sciences 6 (1), 17-39, 1997	951	1997
Nonparametric curve estimation from time series L Györfi, W Härdle, P Sarda, P Vieu Springer 60, 157, 1989	548*	1989
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	413	1994
Constructions of binary constant-weight cyclic codes and cyclically permutable codes L Gyorfi, JL Massey IEEE Transactions on Information Theory 38 (3), 940-949, 1992	241	1992
Nonparametric kernel‐based sequential investment strategies L Györfi, G Lugosi, F Udina Mathematical Finance: An International Journal of Mathematics, Statistics …, 2006	184	2006
Consistent nonparametric tests of independence A Gretton, L Györfi Journal of Machine Learning Research 11, 1391{1423, 2010	162	2010
Distribution estimation consistent in total variation and in two types of information divergence AR Barron, L Gyorfi, EC van der Meulen IEEE transactions on Information Theory 38 (5), 1437-1454, 1992	155	1992
Density-free convergence properties of various estimators of entropy L Györfi, EC Van der Meulen Computational Statistics & Data Analysis 5 (4), 425-436, 1987	114	1987
Nonparametric nearest neighbor based empirical portfolio selection strategies L Györfi, F Udina, H Walk Statistics & Decisions 26 (2), 145-157, 2008	112	2008
Partitioning-estimates of a regression function under random censoring A Carbonez, L Györfi, EC Meulen Statistics & Risk Modeling 13 (1), 21-38, 1995	109	1995
Empirical log-optimal portfolio selections: a survey L Györfi, G Ottucsák, A Urbán Machine learning for financial engineering, 81-118, 2012	102*	2012
Strong consistency and rates for recursive probability density estimators of stationary processes E Masry, L Györfi Journal of Multivariate Analysis 22 (1), 79-93, 1987	101	1987
Lower bounds for Bayes error estimation A Antos, L Devroye, L Gyorfi IEEE Transactions on Pattern Analysis and Machine Intelligence 21 (7), 643-645, 1999	100	1999
Nonparametric inference for ergodic, stationary time series G Morvai, S Yakowitz, L Györfi The Annals of Statistics 24 (1), 370-379, 1996	97	1996
Limits to consistent on-line forecasting for ergodic time series L Gyorfi, G Morvai, SJ Yakowitz IEEE Transactions on Information Theory 44 (2), 886-892, 1998	85	1998
Recent results on nonparmetric regression estimate and multiple classification L Gyorfi Problems Control Inform. Theory 10, 43-52, 1982	80	1982
Hannan consistency in on-line learning in case of unbounded losses under partial monitoring C Allenberg, P Auer, L Györfi, G Ottucsák Algorithmic Learning Theory: 17th International Conference, ALT 2006 …, 2006	77	2006

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