Edit Profile Lugosi, Gábor Compute Distance To: Compute Author ID: lugosi.gabor Published as: Lugosi, G.; Lugosi, Gabor; Lugosi, Gábor Homepage: http://84.89.132.1/~lugosi/ External Links: MGP · Wikidata · ORCID · ResearchGate · dblp Documents Indexed: 126 Publications since 1989, including 8 Books all top 5 Co-Authors 4 single-authored 26 Devroye, Luc P. J. A. 13 Linder, Tamás 11 Boucheron, Stéphane Vincent 10 Cesa-Bianchi, Nicolò 10 Györfi, László 8 Stoltz, Gilles 7 Bubeck, Sébastien 7 György, András 7 Mendelson, Shahar 6 Broutin, Nicolas 6 Massart, Pascal 6 Vayatis, Nicolas 5 Addario-Berry, Louigi 5 Zeger, Kenneth 4 Arias-Castro, Ery 4 Bousquet, Olivier 4 Oliveira, Roberto Imbuzeiro 3 Bartlett, Peter L. 3 Faragó, András 3 Joly, Emilien 2 Antos, András 2 Biau, Gérard 2 Brownlees, Christian 2 Clémençon, Stéphan 2 Germano, Fabrizio 2 Kulkarni, Sanjeev R. 2 Mannor, Shie 2 Nobel, Andrew B. 2 Ottucsák, György 2 Park, Gahyun 2 Serra, Oriol 2 Szpankowski, Wojciech 2 Udina, Frederic 2 Verzelen, Nicolas 2 Walk, Harro 2 Zhivotovskiy, Nikita 2 Zilles, Sandra 1 Audibert, Jean-Yves 1 Barigozzi, Matteo 1 Beirlant, Jan 1 Benjamini, Itai 1 Berger, James Orvis 1 Bhamidi, Shankar 1 Blanchard, Gilles 1 Bordenave, Charles 1 Cao, Ricardo 1 Castro, Rui M. 1 Cholaquidis, Alejandro 1 Delicado, Pedro F. 1 Dette, Holger 1 Fraiman, Nicolas 1 Fraiman, Ricardo 1 Gavaldà, Ricard 1 Hernandez, Adolfo 1 Horváth, Márta 1 Kégl, Balász 1 Kégl, Balázs 1 Kolchinskiĭ, Vladimir I’ich 1 Krzyżak, Adam 1 Lerasle, Matthieu 1 Morvai, Gusztáv 1 Munk, Axel 1 Neu, Gergely 1 Pateiro-López, Beatriz 1 Pawlak, Mirosław 1 Pereira, Alan S. 1 Rossignol, Raphaël 1 Savalle, Pierre-André 1 Simon, Hans-Ulrich 1 Steinwart, Ingo 1 Van de Geer, Sara Anna 1 Venkatesh, Santosh S. 1 Wegkamp, Marten H. 1 Zeugmann, Thomas all top 5 Serials 19 IEEE Transactions on Information Theory 15 The Annals of Statistics 6 Journal of Machine Learning Research (JMLR) 5 Machine Learning 4 The Annals of Probability 4 Random Structures & Algorithms 4 Bernoulli 4 Electronic Journal of Statistics 3 Mathematics of Operations Research 3 Problems of Control and Information Theory 3 Electronic Journal of Probability 2 Statistics & Probability Letters 2 Probability Theory and Related Fields 2 The Annals of Applied Probability 2 Games and Economic Behavior 2 Test 2 Electronic Communications in Probability 2 Oberwolfach Reports 2 Lecture Notes in Computer Science 1 The Canadian Journal of Statistics 1 Discrete Applied Mathematics 1 Journal of Mathematical Physics 1 Scandinavian Journal of Statistics 1 IEEE Transactions on Automatic Control 1 Journal of Applied Probability 1 Journal of Computer and System Sciences 1 Theoretical Computer Science 1 IEEE Transactions on Signal Processing 1 Stochastic Processes and their Applications 1 Computational Statistics and Data Analysis 1 Combinatorics, Probability and Computing 1 Economic Theory 1 Journal of Nonparametric Statistics 1 Mathematical Finance 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of the European Mathematical Society (JEMS) 1 La Gaceta de la Real Sociedad Matemática Española 1 Foundations of Computational Mathematics 1 Butlletí de la Societat Catalana de Matemàtiques 1 ALEA. Latin American Journal of Probability and Mathematical Statistics 1 Springer Series in Statistics 1 Applications of Mathematics 1 Journal de la Société Française de Statistique all top 5 Fields 62 Statistics (62-XX) 46 Computer science (68-XX) 33 Probability theory and stochastic processes (60-XX) 16 Combinatorics (05-XX) 14 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 13 Information and communication theory, circuits (94-XX) 5 General and overarching topics; collections (00-XX) 4 Measure and integration (28-XX) 2 History and biography (01-XX) 2 Difference and functional equations (39-XX) 2 Operations research, mathematical programming (90-XX) 1 Number theory (11-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Potential theory (31-XX) 1 Numerical analysis (65-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 97 Publications have been cited 2,189 times in 1,556 Documents Cited by ▼ Year ▼ A probabilistic theory of pattern recognition. Zbl 0853.68150Devroye, Luc; Györfi, László; Lugosi, Gábor 388 1996 Concentration inequalities. A nonasymptotic theory of independence. Zbl 1279.60005Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 248 2013 Prediction, learning and games. Zbl 1114.91001Cesa-Bianchi, Nicolò; Lugosi, Gábor 212 2006 Combinatorial methods in density estimation. Zbl 0964.62025Devroye, Luc; Lugosi, Gábor 130 2001 Theory of classification: a survey of some recent advances. Zbl 1136.62355Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor 76 2005 Concentration inequalities using the entropy method. Zbl 1051.60020Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 57 2003 Ranking and empirical minimization of \(U\)-statistics. Zbl 1181.68160Clémençon, Stéphan; Lugosi, Gábor; Vayatis, Nicolas 54 2008 On the strong universal consistency of nearest neighbor regression function estimates. Zbl 0817.62038Devroye, Luc; Györfi, László; Krzyżak, Adam; Lugosi, Gábor 46 1994 Model selection and error estimation. Zbl 0998.68117Bartlett, Peter L.; Boucheron, Stéphane; Lugosi, Gábor 45 2002 Moment inequalities for functions of independent random variables. Zbl 1074.60018Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor; Massart, Pascal 44 2005 Nonparametric estimation via empirical risk minimization. Zbl 0818.62041Lugosi, Gábor; Zeger, Kenneth 44 1995 On the Bayes-risk consistency of regularized boosting methods. Zbl 1105.62319Lugosi, Gábor; Vayatis, Nicolas 42 2004 Consistency of random forests and other averaging classifiers. Zbl 1225.62081Biau, Gérard; Devroye, Luc; Lugosi, Gábor 41 2008 On the rate of convergence of regularized boosting classifiers. Zbl 1083.68109Blanchard, Gilles; Lugosi, Gábor; Vayatis, Nicolas 39 2004 Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition. Zbl 1337.60003Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 37 2016 Introduction to statistical learning theory. Zbl 1120.68428Bousquet, Olivier; Boucheron, Stéphane; Lugosi, Gábor 33 2004 A sharp concentration inequality with applications. Zbl 0954.60008Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 32 2000 On combinatorial testing problems. Zbl 1200.62059Addario-Berry, Louigi; Broutin, Nicolas; Devroye, Luc; Lugosi, Gábor 29 2010 Consistency of data-driven histogram methods for density estimation and classification. Zbl 0859.62040Lugosi, Gábor; Nobel, Andrew 28 1996 A universally acceptable smoothing factor for kernel density estimates. Zbl 0867.62024Devroye, Luc; Lugosi, Gábor 27 1996 Nonasymptotic universal smoothing factors, kernel complexity and Yatracos classes. Zbl 0897.62035Devroye, Luc; Lugosi, Gábor 26 1997 On the performance of clustering in Hilbert spaces. Zbl 1304.62088Biau, Gérard; Devroye, Luc; Lugosi, Gábor 24 2008 Sub-Gaussian mean estimators. Zbl 1360.62115Devroye, Luc; Lerasle, Matthieu; Lugosi, Gabor; Oliveira, Roberto I. 23 2016 Concentration inequalities. Zbl 1120.68427Boucheron, Stéphane; Lugosi, Gábor; Bousquet, Olivier 21 2004 Complexity regularization via localized random penalties. Zbl 1045.62060Lugosi, Gábor; Wegkamp, Marten 20 2004 Global Nash convergence of Foster and Young’s regret testing. Zbl 1155.91318Germano, Fabrizio; Lugosi, Gábor 17 2007 On the asymptotic normality of the \(L_ 1\)- and \(L_ 2\)-errors in histogram density estimation. Zbl 0816.62037Beirlant, Jan; Györfi, László; Lugosi, Gábor 15 1994 Sub-Gaussian estimators of the mean of a random vector. Zbl 1417.62192Lugosi, Gábor; Mendelson, Shahar 14 2019 Empirical risk minimization for heavy-tailed losses. Zbl 1326.62066Brownlees, Christian; Joly, Emilien; Lugosi, Gábor 14 2015 Nonparametric kernel-based sequential investment strategies. Zbl 1145.91348Györfi, László; Lugosi, Gábor; Udina, Frederic 14 2006 Internal regret in on-line portfolio selection. Zbl 1111.91020Stoltz, Gilles; Lugosi, Gábor 14 2005 Potential-based algorithms in on-line prediction and game theory. Zbl 1026.68152Cesa-Bianchi, Nicolò; Lugosi, Gábor 14 2003 Adaptive model selection using empirical complexities. Zbl 0962.62034Lugosi, Gábor; Nobel, Andrew B. 13 1999 The minimax distortion redundancy in empirical quantizer design. Zbl 0964.94015Bartlett, Peter L.; Linder, Tamás; Lugosi, Gábor 12 1998 Bandits with heavy tail. Zbl 1364.62213Bubeck, Sébastien; Cesa-Bianchi, Nicolò; Lugosi, Gábor 11 2013 Combinatorial bandits. Zbl 1262.91052Cesa-Bianchi, Nicolò; Lugosi, Gábor 11 2012 Almost sure classification of densities. Zbl 1013.62035Devroye, Luc; Lugosi, Gábor 11 2002 Rates of convergence in the source coding theorem, in empirical quantizer design, and in universal lossy source coding. Zbl 0826.94006Linder, Tamás; Lugosi, Gábor; Zeger, Kenneth 11 1994 Detecting positive correlations in a multivariate sample. Zbl 1359.62208Arias-Castro, Ery; Bubeck, Sébastien; Lugosi, Gábor 10 2015 Detection of correlations. Zbl 1246.62142Arias-Castro, Ery; Bubeck, Sébastien; Lugosi, Gábor 10 2012 High-dimensional random geometric graphs and their clique number. Zbl 1244.05200Devroye, Luc; György, András; Lugosi, Gábor; Udina, Frederic 10 2011 Learning correlated equilibria in games with compact sets of strategies. Zbl 1271.91012Stoltz, Gilles; Lugosi, Gábor 10 2007 Learning pattern classification — A survey. Zbl 0935.68093Kulkarni, Sanjeev R.; Lugosi, Gábor; Venkatesh, Santosh S. 10 1998 On the estimation of the mean of a random vector. Zbl 1362.62121Joly, Emilien; Lugosi, Gábor; Imbuzeiro Oliveira, Roberto 9 2017 Regret minimization under partial monitoring. Zbl 1276.91019Cesa-Bianchi, Nicolò; Lugosi, Gábor; Stoltz, Gilles 9 2006 Goodness-of-fit tests based on the kernel density estimator. Zbl 1091.62031Cao, Ricardo; Lugosi, Gábor 9 2005 On prediction of individual sequences. Zbl 0961.62081Cesa-Bianchi, Nicolò; Lugosi, Gábor 9 1999 On concentration of self-bounding functions. Zbl 1189.60040Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal 8 2009 Minimizing regret with label efficient prediction. Zbl 1295.68183Cesa-Bianchi, Nicolò; Lugosi, Gábor; Stoltz, Gilles 8 2005 Concept learning using complexity regularization. Zbl 0844.62006Lugosi, Gábor; Zeger, Kenneth 8 1996 Kernel density estimation from ergodic sample is not universally consistent. Zbl 0937.62580Győrfi, László; Lugosi, Gábor 8 1992 Regularization, sparse recovery, and median-of-means tournaments. Zbl 07066250Lugosi, Gábor; Mendelson, Shahar 7 2019 A simple randomized algorithm for sequential prediction of ergodic time series. Zbl 0951.62080Györfi, László; Lugosi, Gábor; Morvai, Gusztáv 7 1999 Robust estimation of \(U\)-statistics. Zbl 1386.60074Joly, Emilien; Lugosi, Gábor 6 2016 Strategies for prediction under imperfect monitoring. Zbl 1231.91038Lugosi, Gábor; Mannor, Shie; Stoltz, Gilles 6 2008 Regret in online combinatorial optimization. Zbl 1341.68309Audibert, Jean-Yves; Bubeck, Sébastien; Lugosi, Gábor 5 2014 The on-line shortest path problem under partial monitoring. Zbl 1222.68210György, András; Linder, Tamás; Lugosi, Gábor; Ottucsák, György 5 2007 Data-dependent margin-based generalization bounds for classification. Zbl 1088.68688Antos, András; Kégl, Balász; Linder, Tamás; Lugosi, Gábor 5 2003 Variable kernel estimates: On the impossibility of tuning the parameters. Zbl 0961.62026Devroye, Luc; Lugosi, Gábor 5 2000 Strong minimax lower bounds for learning. Zbl 0892.68083Antos, András; Lugosi, Gábor 5 1998 On the posterior-probability estimate of the error rate of nonparametric classification rules. Zbl 0802.62062Lugosi, Gábor; Pawlak, Miroslaw 5 1994 Strong universal consistency of neural network classifiers. Zbl 0811.68109Faragó, András; Lugosi, Gábor 5 1993 Risk minimization by median-of-means tournaments. Zbl 1436.62312Lugosi, Gábor; Mendelson, Shahar 4 2020 Detecting Markov random fields hidden in white noise. Zbl 1415.62062Arias-Castro, Ery; Bubeck, Sébastien; Lugosi, Gábor; Verzelen, Nicolas 4 2018 Finding Adam in random growing trees. Zbl 1359.05110Bubeck, Sébastien; Devroye, Luc; Lugosi, Gábor 4 2017 Existence of sparsely supported correlated equilibria. Zbl 1124.91004Germano, Fabrizio; Lugosi, Gábor 4 2007 Ranking and scoring using empirical risk minimization. Zbl 1137.68527Clémençon, Stéphan; Lugosi, Gábor; Vayatis, Nicolas 4 2005 Efficient adaptive algorithms and minimax bounds for zero-delay lossy source coding. Zbl 1369.94443György, András; Linder, Tamás; Lugosi, Gábor 4 2004 Bin width selection in multivariate histograms by the combinatorial method. Zbl 1110.62049Devroye, Luc; Lugosi, Gábor 4 2004 Near-optimal mean estimators with respect to general norms. Zbl 1431.62234Lugosi, Gábor; Mendelson, Shahar 3 2019 The longest minimum-weight path in a complete graph. Zbl 1209.05219Addario-Berry, Louigi; Broutin, Nicolas; Lugosi, Gábor 3 2010 Tracking the best of many experts. Zbl 1137.68540György, András; Linder, Tamás; Lugosi, Gábor 3 2005 Finite-time lower bounds for the two-armed bandit problem. Zbl 0991.62059Kulkarni, Sanjeev R.; Lugosi, Gábor 3 2000 An inequality for uniform deviations of sample averages from their means. Zbl 0974.62007Bartlett, Peter; Lugosi, Gábor 3 1999 On the measure of Voronoi cells. Zbl 1400.60012Devroye, Luc; Györfi, László; Lugosi, Gábor; Walk, Harro 2 2017 Random-walk perturbations for online combinatorial optimization. Zbl 1359.68324Devroye, Luc; Lugosi, Gábor; Neu, Gergely 2 2015 Connectivity threshold of Bluetooth graphs. Zbl 1280.05069Broutin, Nicolas; Devroye, Luc; Fraiman, Nicolas; Lugosi, Gábor 2 2014 Sharp threshold for percolation on expanders. Zbl 1239.60090Benjamini, Itai; Boucheron, Stéphane; Lugosi, Gábor; Rossignol, Raphaël 2 2012 Minimizing regret with label efficient prediction. Zbl 1078.68693Cesa-Bianchi, Nicolò; Lugosi, Gábor; Stoltz, Gilles 2 2004 A note on robust hypothesis testing. Zbl 1061.94513Devroye, Luc; Györfi, László; Lugosi, Gábor 2 2002 Worst-case bounds for the logarithmic loss of predictors. Zbl 0988.68148Cesa-Bianchi, Nicolò; Lugosi, Gábor 2 2001 Local optima of the Sherrington-Kirkpatrick Hamiltonian. Zbl 1426.82066Addario-Berry, Louigi; Devroye, Luc; Lugosi, Gábor; Oliveira, Roberto I. 1 2019 Finding the seed of uniform attachment trees. Zbl 07055656Lugosi, Gábor; Pereira, Alan S. 1 2019 Power-law partial correlation network models. Zbl 1403.62093Barigozzi, Matteo; Brownlees, Christian; Lugosi, Gábor 1 2018 Set estimation from reflected Brownian motion. Zbl 1414.62108Cholaquidis, Alejandro; Fraiman, Ricardo; Lugosi, Gábor; Pateiro-López, Beatriz 1 2016 Data-based decision rules about the convexity of the support of a distribution. Zbl 1282.62022Delicado, Pedro; Hernández, Adolfo; Lugosi, Gábor 1 2014 Efficient tracking of large classes of experts. Zbl 1364.62215György, András; Linder, Tamás; Lugosi, Gábor 1 2012 On-line sequential bin packing. Zbl 1242.68225György, András; Lugosi, Gábor; Ottucsàk, György 1 2010 Comment on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62127Lugosi, Gábor 1 2010 Effective resistance of random trees. Zbl 1176.60068Addario-Berry, Louigi; Broutin, Nicolas; Lugosi, Gábor 1 2009 Local tail bounds for functions of independent random variables. Zbl 1130.60033Devroye, Luc; Lugosi, Gábor 1 2008 Randomized prediction of individual sequences. Zbl 1409.60063Lugosi, Gábor 1 2006 Internal regret in on-line portfolio selection. Zbl 1274.91392Stoltz, Gilles; Lugosi, Gábor 1 2003 Potential-based algorithms in online prediction and game theory. Zbl 0992.68105Cesa-Bianchi, Nicolò; Lugosi, Gábor 1 2001 A zero-delay sequential scheme for lossy coding of individual sequences. Zbl 1003.94015Linder, Tamás; Lugosi, Gábor 1 2001 Scale-sensitive dimensions and skeleton estimates for classification. Zbl 0934.62065Horváth, Márta; Lugosi, Gábor 1 1998 Nearest neighbor search and classification in \(O(1)\) time. Zbl 0792.68060Faragó, A.; Linder, T.; Lugosi, G. 1 1991 Risk minimization by median-of-means tournaments. Zbl 1436.62312Lugosi, Gábor; Mendelson, Shahar 4 2020 Sub-Gaussian estimators of the mean of a random vector. Zbl 1417.62192Lugosi, Gábor; Mendelson, Shahar 14 2019 Regularization, sparse recovery, and median-of-means tournaments. Zbl 07066250Lugosi, Gábor; Mendelson, Shahar 7 2019 Near-optimal mean estimators with respect to general norms. Zbl 1431.62234Lugosi, Gábor; Mendelson, Shahar 3 2019 Local optima of the Sherrington-Kirkpatrick Hamiltonian. Zbl 1426.82066Addario-Berry, Louigi; Devroye, Luc; Lugosi, Gábor; Oliveira, Roberto I. 1 2019 Finding the seed of uniform attachment trees. Zbl 07055656Lugosi, Gábor; Pereira, Alan S. 1 2019 Detecting Markov random fields hidden in white noise. Zbl 1415.62062Arias-Castro, Ery; Bubeck, Sébastien; Lugosi, Gábor; Verzelen, Nicolas 4 2018 Power-law partial correlation network models. Zbl 1403.62093Barigozzi, Matteo; Brownlees, Christian; Lugosi, Gábor 1 2018 On the estimation of the mean of a random vector. Zbl 1362.62121Joly, Emilien; Lugosi, Gábor; Imbuzeiro Oliveira, Roberto 9 2017 Finding Adam in random growing trees. Zbl 1359.05110Bubeck, Sébastien; Devroye, Luc; Lugosi, Gábor 4 2017 On the measure of Voronoi cells. Zbl 1400.60012Devroye, Luc; Györfi, László; Lugosi, Gábor; Walk, Harro 2 2017 Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition. Zbl 1337.60003Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 37 2016 Sub-Gaussian mean estimators. Zbl 1360.62115Devroye, Luc; Lerasle, Matthieu; Lugosi, Gabor; Oliveira, Roberto I. 23 2016 Robust estimation of \(U\)-statistics. Zbl 1386.60074Joly, Emilien; Lugosi, Gábor 6 2016 Set estimation from reflected Brownian motion. Zbl 1414.62108Cholaquidis, Alejandro; Fraiman, Ricardo; Lugosi, Gábor; Pateiro-López, Beatriz 1 2016 Empirical risk minimization for heavy-tailed losses. Zbl 1326.62066Brownlees, Christian; Joly, Emilien; Lugosi, Gábor 14 2015 Detecting positive correlations in a multivariate sample. Zbl 1359.62208Arias-Castro, Ery; Bubeck, Sébastien; Lugosi, Gábor 10 2015 Random-walk perturbations for online combinatorial optimization. Zbl 1359.68324Devroye, Luc; Lugosi, Gábor; Neu, Gergely 2 2015 Regret in online combinatorial optimization. Zbl 1341.68309Audibert, Jean-Yves; Bubeck, Sébastien; Lugosi, Gábor 5 2014 Connectivity threshold of Bluetooth graphs. Zbl 1280.05069Broutin, Nicolas; Devroye, Luc; Fraiman, Nicolas; Lugosi, Gábor 2 2014 Data-based decision rules about the convexity of the support of a distribution. Zbl 1282.62022Delicado, Pedro; Hernández, Adolfo; Lugosi, Gábor 1 2014 Concentration inequalities. A nonasymptotic theory of independence. Zbl 1279.60005Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 248 2013 Bandits with heavy tail. Zbl 1364.62213Bubeck, Sébastien; Cesa-Bianchi, Nicolò; Lugosi, Gábor 11 2013 Combinatorial bandits. Zbl 1262.91052Cesa-Bianchi, Nicolò; Lugosi, Gábor 11 2012 Detection of correlations. Zbl 1246.62142Arias-Castro, Ery; Bubeck, Sébastien; Lugosi, Gábor 10 2012 Sharp threshold for percolation on expanders. Zbl 1239.60090Benjamini, Itai; Boucheron, Stéphane; Lugosi, Gábor; Rossignol, Raphaël 2 2012 Efficient tracking of large classes of experts. Zbl 1364.62215György, András; Linder, Tamás; Lugosi, Gábor 1 2012 High-dimensional random geometric graphs and their clique number. Zbl 1244.05200Devroye, Luc; György, András; Lugosi, Gábor; Udina, Frederic 10 2011 On combinatorial testing problems. Zbl 1200.62059Addario-Berry, Louigi; Broutin, Nicolas; Devroye, Luc; Lugosi, Gábor 29 2010 The longest minimum-weight path in a complete graph. Zbl 1209.05219Addario-Berry, Louigi; Broutin, Nicolas; Lugosi, Gábor 3 2010 On-line sequential bin packing. Zbl 1242.68225György, András; Lugosi, Gábor; Ottucsàk, György 1 2010 Comment on: \(\ell _{1}\)-penalization for mixture regression models. Zbl 1203.62127Lugosi, Gábor 1 2010 On concentration of self-bounding functions. Zbl 1189.60040Boucheron, Stephane; Lugosi, Gabor; Massart, Pascal 8 2009 Effective resistance of random trees. Zbl 1176.60068Addario-Berry, Louigi; Broutin, Nicolas; Lugosi, Gábor 1 2009 Ranking and empirical minimization of \(U\)-statistics. Zbl 1181.68160Clémençon, Stéphan; Lugosi, Gábor; Vayatis, Nicolas 54 2008 Consistency of random forests and other averaging classifiers. Zbl 1225.62081Biau, Gérard; Devroye, Luc; Lugosi, Gábor 41 2008 On the performance of clustering in Hilbert spaces. Zbl 1304.62088Biau, Gérard; Devroye, Luc; Lugosi, Gábor 24 2008 Strategies for prediction under imperfect monitoring. Zbl 1231.91038Lugosi, Gábor; Mannor, Shie; Stoltz, Gilles 6 2008 Local tail bounds for functions of independent random variables. Zbl 1130.60033Devroye, Luc; Lugosi, Gábor 1 2008 Global Nash convergence of Foster and Young’s regret testing. Zbl 1155.91318Germano, Fabrizio; Lugosi, Gábor 17 2007 Learning correlated equilibria in games with compact sets of strategies. Zbl 1271.91012Stoltz, Gilles; Lugosi, Gábor 10 2007 The on-line shortest path problem under partial monitoring. Zbl 1222.68210György, András; Linder, Tamás; Lugosi, Gábor; Ottucsák, György 5 2007 Existence of sparsely supported correlated equilibria. Zbl 1124.91004Germano, Fabrizio; Lugosi, Gábor 4 2007 Prediction, learning and games. Zbl 1114.91001Cesa-Bianchi, Nicolò; Lugosi, Gábor 212 2006 Nonparametric kernel-based sequential investment strategies. Zbl 1145.91348Györfi, László; Lugosi, Gábor; Udina, Frederic 14 2006 Regret minimization under partial monitoring. Zbl 1276.91019Cesa-Bianchi, Nicolò; Lugosi, Gábor; Stoltz, Gilles 9 2006 Randomized prediction of individual sequences. Zbl 1409.60063Lugosi, Gábor 1 2006 Theory of classification: a survey of some recent advances. Zbl 1136.62355Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor 76 2005 Moment inequalities for functions of independent random variables. Zbl 1074.60018Boucheron, Stéphane; Bousquet, Olivier; Lugosi, Gábor; Massart, Pascal 44 2005 Internal regret in on-line portfolio selection. Zbl 1111.91020Stoltz, Gilles; Lugosi, Gábor 14 2005 Goodness-of-fit tests based on the kernel density estimator. Zbl 1091.62031Cao, Ricardo; Lugosi, Gábor 9 2005 Minimizing regret with label efficient prediction. Zbl 1295.68183Cesa-Bianchi, Nicolò; Lugosi, Gábor; Stoltz, Gilles 8 2005 Ranking and scoring using empirical risk minimization. Zbl 1137.68527Clémençon, Stéphan; Lugosi, Gábor; Vayatis, Nicolas 4 2005 Tracking the best of many experts. Zbl 1137.68540György, András; Linder, Tamás; Lugosi, Gábor 3 2005 On the Bayes-risk consistency of regularized boosting methods. Zbl 1105.62319Lugosi, Gábor; Vayatis, Nicolas 42 2004 On the rate of convergence of regularized boosting classifiers. Zbl 1083.68109Blanchard, Gilles; Lugosi, Gábor; Vayatis, Nicolas 39 2004 Introduction to statistical learning theory. Zbl 1120.68428Bousquet, Olivier; Boucheron, Stéphane; Lugosi, Gábor 33 2004 Concentration inequalities. Zbl 1120.68427Boucheron, Stéphane; Lugosi, Gábor; Bousquet, Olivier 21 2004 Complexity regularization via localized random penalties. Zbl 1045.62060Lugosi, Gábor; Wegkamp, Marten 20 2004 Efficient adaptive algorithms and minimax bounds for zero-delay lossy source coding. Zbl 1369.94443György, András; Linder, Tamás; Lugosi, Gábor 4 2004 Bin width selection in multivariate histograms by the combinatorial method. Zbl 1110.62049Devroye, Luc; Lugosi, Gábor 4 2004 Minimizing regret with label efficient prediction. Zbl 1078.68693Cesa-Bianchi, Nicolò; Lugosi, Gábor; Stoltz, Gilles 2 2004 Concentration inequalities using the entropy method. Zbl 1051.60020Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 57 2003 Potential-based algorithms in on-line prediction and game theory. Zbl 1026.68152Cesa-Bianchi, Nicolò; Lugosi, Gábor 14 2003 Data-dependent margin-based generalization bounds for classification. Zbl 1088.68688Antos, András; Kégl, Balász; Linder, Tamás; Lugosi, Gábor 5 2003 Internal regret in on-line portfolio selection. Zbl 1274.91392Stoltz, Gilles; Lugosi, Gábor 1 2003 Model selection and error estimation. Zbl 0998.68117Bartlett, Peter L.; Boucheron, Stéphane; Lugosi, Gábor 45 2002 Almost sure classification of densities. Zbl 1013.62035Devroye, Luc; Lugosi, Gábor 11 2002 A note on robust hypothesis testing. Zbl 1061.94513Devroye, Luc; Györfi, László; Lugosi, Gábor 2 2002 Combinatorial methods in density estimation. Zbl 0964.62025Devroye, Luc; Lugosi, Gábor 130 2001 Worst-case bounds for the logarithmic loss of predictors. Zbl 0988.68148Cesa-Bianchi, Nicolò; Lugosi, Gábor 2 2001 Potential-based algorithms in online prediction and game theory. Zbl 0992.68105Cesa-Bianchi, Nicolò; Lugosi, Gábor 1 2001 A zero-delay sequential scheme for lossy coding of individual sequences. Zbl 1003.94015Linder, Tamás; Lugosi, Gábor 1 2001 A sharp concentration inequality with applications. Zbl 0954.60008Boucheron, Stéphane; Lugosi, Gábor; Massart, Pascal 32 2000 Variable kernel estimates: On the impossibility of tuning the parameters. Zbl 0961.62026Devroye, Luc; Lugosi, Gábor 5 2000 Finite-time lower bounds for the two-armed bandit problem. Zbl 0991.62059Kulkarni, Sanjeev R.; Lugosi, Gábor 3 2000 Adaptive model selection using empirical complexities. Zbl 0962.62034Lugosi, Gábor; Nobel, Andrew B. 13 1999 On prediction of individual sequences. Zbl 0961.62081Cesa-Bianchi, Nicolò; Lugosi, Gábor 9 1999 A simple randomized algorithm for sequential prediction of ergodic time series. Zbl 0951.62080Györfi, László; Lugosi, Gábor; Morvai, Gusztáv 7 1999 An inequality for uniform deviations of sample averages from their means. Zbl 0974.62007Bartlett, Peter; Lugosi, Gábor 3 1999 The minimax distortion redundancy in empirical quantizer design. Zbl 0964.94015Bartlett, Peter L.; Linder, Tamás; Lugosi, Gábor 12 1998 Learning pattern classification — A survey. Zbl 0935.68093Kulkarni, Sanjeev R.; Lugosi, Gábor; Venkatesh, Santosh S. 10 1998 Strong minimax lower bounds for learning. Zbl 0892.68083Antos, András; Lugosi, Gábor 5 1998 Scale-sensitive dimensions and skeleton estimates for classification. Zbl 0934.62065Horváth, Márta; Lugosi, Gábor 1 1998 Nonasymptotic universal smoothing factors, kernel complexity and Yatracos classes. Zbl 0897.62035Devroye, Luc; Lugosi, Gábor 26 1997 A probabilistic theory of pattern recognition. Zbl 0853.68150Devroye, Luc; Györfi, László; Lugosi, Gábor 388 1996 Consistency of data-driven histogram methods for density estimation and classification. Zbl 0859.62040Lugosi, Gábor; Nobel, Andrew 28 1996 A universally acceptable smoothing factor for kernel density estimates. Zbl 0867.62024Devroye, Luc; Lugosi, Gábor 27 1996 Concept learning using complexity regularization. Zbl 0844.62006Lugosi, Gábor; Zeger, Kenneth 8 1996 Nonparametric estimation via empirical risk minimization. Zbl 0818.62041Lugosi, Gábor; Zeger, Kenneth 44 1995 On the strong universal consistency of nearest neighbor regression function estimates. Zbl 0817.62038Devroye, Luc; Györfi, László; Krzyżak, Adam; Lugosi, Gábor 46 1994 On the asymptotic normality of the \(L_ 1\)- and \(L_ 2\)-errors in histogram density estimation. Zbl 0816.62037Beirlant, Jan; Györfi, László; Lugosi, Gábor 15 1994 Rates of convergence in the source coding theorem, in empirical quantizer design, and in universal lossy source coding. Zbl 0826.94006Linder, Tamás; Lugosi, Gábor; Zeger, Kenneth 11 1994 On the posterior-probability estimate of the error rate of nonparametric classification rules. Zbl 0802.62062Lugosi, Gábor; Pawlak, Miroslaw 5 1994 Strong universal consistency of neural network classifiers. Zbl 0811.68109Faragó, András; Lugosi, Gábor 5 1993 Kernel density estimation from ergodic sample is not universally consistent. Zbl 0937.62580Győrfi, László; Lugosi, Gábor 8 1992 Nearest neighbor search and classification in \(O(1)\) time. Zbl 0792.68060Faragó, A.; Linder, T.; Lugosi, G. 1 1991 all cited Publications top 5 cited Publications all top 5 Cited by 2,209 Authors 43 Kohler, Michael 39 Lugosi, Gábor 26 Devroye, Luc P. J. A. 24 Krzyżak, Adam 22 Biau, Gérard 21 Györfi, László 21 Mendelson, Shahar 19 Walk, Harro 17 Tsybakov, Alexandre B. 16 Mojirsheibani, Majid 13 Lecué, Guillaume 11 Clémençon, Stéphan 11 Fraiman, Ricardo 11 Nobel, Andrew B. 11 Rigollet, Philippe 11 Wegkamp, Marten H. 11 Zhou, Dingxuan 10 Dougherty, Edward R. 10 Massart, Pascal 10 Steinwart, Ingo 10 Ying, Yiming 9 Alquier, Pierre 9 Arias-Castro, Ery 9 Chen, Dirong 9 Hanneke, Steve 9 Kontorovich, Leonid Aryeh 9 Priebe, Carey E. 9 Vayatis, Nicolas 8 Berlinet, Alain F. 8 Bouzebda, Salim 8 Cuevas, Antonio 8 Lepskiĭ, Oleg Vital’evich 8 Mannor, Shie 8 Stoltz, Gilles 8 Vovk, Vladimir G. 8 Zhivotovskiy, Nikita 7 Bartlett, Peter L. 7 Boucheron, Stéphane Vincent 7 Cadre, Benoît 7 Chen, Hong 7 Dalalyan, Arnak S. 7 Goldenshluger, Alexander 7 Hoi, Steven C. H. 7 Jiang, Wenxin 7 Nickl, Richard 7 Perchet, Vianney 7 Ratsaby, Joel 7 Scornet, Erwan 7 Vajda, Igor 7 Van de Geer, Sara Anna 7 Yang, Yuhong 6 Beirlant, Jan 6 Bousquet, Olivier 6 Bubeck, Sébastien 6 Cesa-Bianchi, Nicolò 6 Gasnikov, Alexander V. 6 Kalnishkan, Yuri 6 Kolchinskiĭ, Vladimir I’ich 6 Mansour, Yishay 6 Wu, Qiang 5 Bauso, Dario 5 Bellec, Pierre C. 5 Bertail, Patrice 5 Bunea, Florentina 5 Chatterjee, Sourav 5 Chazottes, Jean-René 5 Cholaquidis, Alejandro 5 Damron, Michael 5 Daskalakis, Constantinos 5 Felber, Tina 5 Garivier, Aurélien 5 Hart, Sergiu 5 Jin, Rong 5 Lerasle, Matthieu 5 Li, Luoqing 5 Loustau, Sébastien 5 Maurer, Andreas 5 Minsker, Stanislav 5 Morvai, Gusztáv 5 Oliveira, Roberto Imbuzeiro 5 Rauhut, Holger 5 Rosasco, Lorenzo A. 5 Rossignol, Raphaël 5 Rouvière, Laurent 5 Samworth, Richard J. 5 Scott, Clayton D. 5 Suykens, Johan A. K. 5 Szepesvári, Csaba 5 Tong, Hongzhi 5 Tropp, Joel A. 5 Verzelen, Nicolas 5 Wasserman, Larry Alan 5 Yang, Liu 5 Zhao, Peilin 4 Antos, András 4 Balcan, Maria-Florina 4 Bandeira, Afonso S. 4 Belomestny, Denis 4 Benaych-Georges, Florent 4 Bercu, Bernard ...and 2,109 more Authors all top 5 Cited in 262 Serials 135 The Annals of Statistics 79 Electronic Journal of Statistics 63 Statistics & Probability Letters 61 Machine Learning 57 Bernoulli 51 Journal of Multivariate Analysis 39 Journal of Statistical Planning and Inference 39 Theoretical Computer Science 33 Pattern Recognition 30 Probability Theory and Related Fields 29 The Annals of Probability 27 Journal of Machine Learning Research (JMLR) 24 Computational Statistics and Data Analysis 20 Games and Economic Behavior 19 Neural Computation 18 The Annals of Applied Probability 17 Stochastic Processes and their Applications 17 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 16 Journal of Nonparametric Statistics 15 Journal of Computer and System Sciences 14 Neural Networks 14 European Journal of Operational Research 13 Annals of the Institute of Statistical Mathematics 13 Journal of Complexity 13 Test 12 Electronic Journal of Probability 11 Applied and Computational Harmonic Analysis 11 Mathematical Methods of Statistics 10 Journal of Economic Theory 10 Mathematics of Operations Research 10 Random Structures & Algorithms 9 SIAM Journal on Computing 9 Computational Statistics 9 Communications in Statistics. Theory and Methods 9 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 8 Discrete Applied Mathematics 8 Journal of Statistical Physics 8 Journal of Econometrics 8 Statistical Science 8 Foundations of Computational Mathematics 8 Sankhyā. Series A 8 Statistics and Computing 7 Artificial Intelligence 7 Operations Research 7 Statistical Papers 7 Annals of Mathematics and Artificial Intelligence 7 Comptes Rendus. Mathématique. Académie des Sciences, Paris 7 Analysis and Applications (Singapore) 7 The Annals of Applied Statistics 6 The Canadian Journal of Statistics 6 Metrika 6 Information Sciences 6 International Journal of Game Theory 6 Journal of the American Statistical Association 6 Kybernetika 6 SIAM Journal on Control and Optimization 6 Statistics 6 Journal of Theoretical Probability 6 Annals of Operations Research 6 Mathematical Programming. Series A. Series B 6 Advances in Computational Mathematics 6 Econometric Theory 6 ALEA. Latin American Journal of Probability and Mathematical Statistics 6 Statistical Analysis and Data Mining 6 Journal of Dynamics and Games 5 Communications in Mathematical Physics 5 Scandinavian Journal of Statistics 5 Journal of Approximation Theory 5 Constructive Approximation 5 Algorithmica 5 International Journal of Approximate Reasoning 5 Computational Mathematics and Mathematical Physics 5 Cybernetics and Systems Analysis 5 Brazilian Journal of Probability and Statistics 4 Journal of Mathematical Analysis and Applications 4 Problems of Information Transmission 4 Automatica 4 Journal of Computational and Applied Mathematics 4 Proceedings of the American Mathematical Society 4 Operations Research Letters 4 Information and Computation 4 Automation and Remote Control 4 Data Mining and Knowledge Discovery 4 Statistical Inference for Stochastic Processes 4 International Journal of Applied Mathematics and Computer Science 4 Quantitative Finance 4 Statistical Methodology 4 Dynamic Games and Applications 3 Advances in Applied Probability 3 Israel Journal of Mathematics 3 Journal of Mathematical Biology 3 Advances in Mathematics 3 Journal of Functional Analysis 3 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods 3 Journal of Classification 3 Computers & Operations Research 3 Journal of Statistical Computation and Simulation 3 Electronic Communications in Probability 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Acta Mathematica Sinica. English Series ...and 162 more Serials all top 5 Cited in 45 Fields 884 Statistics (62-XX) 481 Computer science (68-XX) 414 Probability theory and stochastic processes (60-XX) 151 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 113 Numerical analysis (65-XX) 98 Operations research, mathematical programming (90-XX) 79 Combinatorics (05-XX) 59 Information and communication theory, circuits (94-XX) 41 Statistical mechanics, structure of matter (82-XX) 31 Functional analysis (46-XX) 29 Systems theory; control (93-XX) 25 Linear and multilinear algebra; matrix theory (15-XX) 21 Approximations and expansions (41-XX) 21 Harmonic analysis on Euclidean spaces (42-XX) 18 Biology and other natural sciences (92-XX) 16 Convex and discrete geometry (52-XX) 13 Operator theory (47-XX) 13 Calculus of variations and optimal control; optimization (49-XX) 12 Measure and integration (28-XX) 11 Real functions (26-XX) 11 Partial differential equations (35-XX) 10 Dynamical systems and ergodic theory (37-XX) 5 Mathematical logic and foundations (03-XX) 5 Differential geometry (53-XX) 3 General and overarching topics; collections (00-XX) 3 Order, lattices, ordered algebraic structures (06-XX) 3 Global analysis, analysis on manifolds (58-XX) 3 Mechanics of deformable solids (74-XX) 3 Quantum theory (81-XX) 2 History and biography (01-XX) 2 Functions of a complex variable (30-XX) 2 Special functions (33-XX) 2 Difference and functional equations (39-XX) 2 Geometry (51-XX) 2 Algebraic topology (55-XX) 2 Manifolds and cell complexes (57-XX) 1 Associative rings and algebras (16-XX) 1 Potential theory (31-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Ordinary differential equations (34-XX) 1 Abstract harmonic analysis (43-XX) 1 General topology (54-XX) 1 Fluid mechanics (76-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Geophysics (86-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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