| A probabilistic theory of pattern recognition L Devroye, L Györfi, G Lugosi Springer Science & Business Media, 2013 | 5674 | 2013 |
| A distribution-free theory of nonparametric regression L Györfi, M Kohler, A Krzyżak, H Walk Springer New York, 2002 | 2924 | 2002 |
| Nonparametric density estimation L Devroye, L Györfi The L_1 View, 1985 | 2161 | 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 | 1022 | 1997 |
| Nonparametric curve estimation from time series L Györfi, W Härdle, P Sarda, P Vieu Springer 60, 157, 1989 | 556* | 1989 |
| 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 | 450 | 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 | 255 | 1992 |
| Nonparametric kernel‐based sequential investment strategies L Györfi, G Lugosi, F Udina Mathematical Finance: An International Journal of Mathematics, Statistics …, 2006 | 212 | 2006 |
| Consistent nonparametric tests of independence A Gretton, L Györfi Journal of Machine Learning Research 11, 1391{1423, 2010 | 170 | 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, 2002 | 158 | 2002 |
| Density-free convergence properties of various estimators of entropy L Györfi, EC Van der Meulen Computational Statistics & Data Analysis 5 (4), 425-436, 1987 | 123 | 1987 |
| Nonparametric nearest neighbor based empirical portfolio selection strategies L Györfi, F Udina, H Walk Statistics & Decisions 26 (2), 145-157, 2008 | 120 | 2008 |
| Partitioning-estimates of a regression function under random censoring A Carbonez, L Györfi, EC Meulen Statistics & Risk Modeling 13 (1), 21-38, 1995 | 114 | 1995 |
| Empirical log-optimal portfolio selections: a survey L Györfi, G Ottucsák, A Urbán Machine learning for financial engineering, 81-118, 2012 | 108* | 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 | 108 | 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, 2002 | 106 | 2002 |
| Nonparametric inference for ergodic, stationary time series G Morvai, S Yakowitz, L Györfi The Annals of Statistics 24 (1), 370-379, 1996 | 103 | 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, 2002 | 85 | 2002 |
| Hannan consistency in on-line learning in case of unbounded losses under partial monitoring C Allenberg, P Auer, L Györfi, G Ottucsák International Conference on Algorithmic Learning Theory, 229-243, 2006 | 83 | 2006 |
| Recent results on nonparmetric regression estimate and multiple classification L Gyorfi Problems Control Inform. Theory 10, 43-52, 1982 | 79 | 1982 |
Luc DevroyeMcGill UniversityVerified email at cs.mcgill.ca
