A probabilistic theory of pattern recognition L Devroye, L Györfi, G Lugosi Springer Science & Business Media, 2013 | 5192 | 2013 |
A distribution-free theory of nonparametric regression L Györfi, M Kohler, A Krzyzak, H Walk Springer, 2002 | 2550 | 2002 |
Nonparametric density estimation L Devroye, L Györfi The L_1 View, 1985 | 2037 | 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 | 937 | 1997 |
Nonparametric curve estimation from time series L Györfi, W Härdle, P Sarda, P Vieu Springer 60, 157, 1989 | 541* | 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 | 410 | 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 | 238 | 1992 |
Nonparametric kernel‐based sequential investment strategies L Györfi, G Lugosi, F Udina Mathematical Finance: An International Journal of Mathematics, Statistics …, 2006 | 183 | 2006 |
Consistent nonparametric tests of independence A Gretton, L Györfi Journal of Machine Learning Research 11, 1391{1423, 2010 | 161 | 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 | 152 | 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 | 112 | 1987 |
Nonparametric nearest neighbor based empirical portfolio selection strategies L Györfi, F Udina, H Walk Statistics & Decisions 26 (2), 145-157, 2008 | 109 | 2008 |
Partitioning-estimates of a regression function under random censoring A Carbonez, L Györfi, EC Meulen Statistics & Risk Modeling 13 (1), 21-38, 1995 | 106 | 1995 |
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 | 101 | 1999 |
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 | 100 | 1987 |
Empirical log-optimal portfolio selections: a survey L Györfi, G Ottucsák, A Urbán Machine learning for financial engineering, 81-118, 2012 | 98* | 2012 |
Nonparametric inference for ergodic, stationary time series G Morvai, S Yakowitz, L Györfi The Annals of Statistics 24 (1), 370-379, 1996 | 96 | 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 | 84 | 1998 |
Recent results on nonparmetric regression estimate and multiple classification L Gyorfi Problems Control Inform. Theory 10, 43-52, 1982 | 79 | 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 | 74 | 2006 |