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1

Detecting Markov random fields hidden in white noise

Arias-Castro, Ery, Bubeck, Sébastien, Lugosi, Gábor, Verzelen, Nicolas

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 327 KB

english, 2018

2

Bin width selection in multivariate histograms by the combinatorial method

Luc Devroye, Gábor Lugosi

Journal:

Année:

2004

Langue:

english

Fichier:

PDF, 684 KB

english, 2004

3

Internal Regret in On-Line Portfolio Selection

Gilles Stoltz, Gábor Lugosi

Journal:

Machine Learning

Année:

2005

Langue:

english

Fichier:

PDF, 264 KB

english, 2005

4

Introduction to the special issue on COLT 2006

Avrim Blum, Gabor Lugosi, Hans Ulrich Simon

Journal:

Machine Learning

Année:

2007

Langue:

english

Fichier:

PDF, 140 KB

english, 2007

5

NONPARAMETRIC KERNEL-BASED SEQUENTIAL INVESTMENT STRATEGIES

László Györfi, Gábor Lugosi, Frederic Udina

Journal:

Mathematical Finance

Année:

2006

Langue:

english

Fichier:

PDF, 346 KB

english, 2006

6

Strong Minimax Lower Bounds for Learning

András Antos, Gábor Lugosi

Journal:

Machine Learning

Année:

1998

Langue:

english

Fichier:

PDF, 191 KB

english, 1998

7

Worst-Case Bounds for the Logarithmic Loss of Predictors

Nicolò Cesa-Bianchi, Gábor Lugosi

Journal:

Machine Learning

Année:

2001

Langue:

english

Fichier:

PDF, 94 KB

english, 2001

8

Model Selection and Error Estimation

Peter L. Bartlett, Stéphane Boucheron, Gábor Lugosi

Journal:

Machine Learning

Année:

2002

Langue:

english

Fichier:

PDF, 270 KB

english, 2002

9

Potential-Based Algorithms in On-Line Prediction and Game Theory

Nicolò Cesa-Bianchi, Gábor Lugosi

Journal:

Machine Learning

Année:

2003

Langue:

english

Fichier:

PDF, 155 KB

english, 2003

10

On the Strong Universal Consistency of Nearest Neighbor Regression Function Estimates

Luc Devroye, Laszlo Gyorfi, Adam Krzyzak and Gabor Lugosi

Journal:

The Annals of Statistics

Année:

1994

Langue:

english

Fichier:

PDF, 1.06 MB

english, 1994

11

Prediction, Learning, and Games || Preface

Cesa-Bianchi, Nicolo, Lugosi, Gabor

Année:

2006

Fichier:

PDF, 259 KB

2006

12

A sharp concentration inequality with applications

Stéphane Boucheron, Gábor Lugosi, Pascal Massart

Journal:

Random Structures & Algorithms

Année:

2000

Langue:

english

Fichier:

PDF, 146 KB

english, 2000

13

Lower bounds in pattern recognition and learning

Luc Devroye, Gábor Lugosi

Journal:

Pattern Recognition

Année:

1995

Langue:

english

Fichier:

PDF, 477 KB

english, 1995

14

Multiple choice tries and distributed hash tables

Luc Devroye, Gábor Lugosi, Gahyun Park, Wojciech Szpankowski

Journal:

Random Structures & Algorithms

Année:

2009

Langue:

english

Fichier:

PDF, 389 KB

english, 2009

15

Theory of Classification: a Survey of Some Recent Advances

Boucheron, Stéphane, Bousquet, Olivier, Lugosi, Gábor

Journal:

ESAIM Probability and Statistics

Année:

2005

Langue:

english

Fichier:

PDF, 559 KB

english, 2005

16

[Stochastic Modelling and Applied Probability] A Probabilistic Theory of Pattern Recognition Volume 31 ||

Devroye, Luc, Györfi, László, Lugosi, Gábor

Année:

1996

Langue:

english

Fichier:

PDF, 44.58 MB

english, 1996

17

The Longest Minimum-Weight Path in a Complete Graph

ADDARIO-BERRY, LOUIGI, BROUTIN, NICOLAS, LUGOSI, GÁBOR

Journal:

Combinatorics Probability & Computing

Année:

2010

Langue:

english

Fichier:

PDF, 325 KB

english, 2010

18

Concentration Inequalities Using the Entropy Method

Stéphane Boucheron, Gábor Lugosi and Pascal Massart

Journal:

The Annals of Probability

Année:

2003

Langue:

english

Fichier:

PDF, 2.36 MB

english, 2003

19

Robust estimation of U-statistics

Joly, Emilien, Lugosi, Gábor

Journal:

Stochastic Processes and their Applications

Année:

2016

Langue:

english

Fichier:

PDF, 356 KB

english, 2016

20

Mean Estimation and Regression Under Heavy-Tailed Distributions: A Survey

Lugosi, Gábor, Mendelson, Shahar

Journal:

Foundations of Computational Mathematics

Année:

2019

Langue:

english

Fichier:

PDF, 694 KB

english, 2019

21

Prediction, Learning, and Games || Prediction with Expert Advice

Cesa-Bianchi, Nicolo, Lugosi, Gabor

Année:

2006

Fichier:

PDF, 581 KB

2006

22

Prediction, Learning, and Games || Introduction

Cesa-Bianchi, Nicolo, Lugosi, Gabor

Année:

2006

Fichier:

PDF, 297 KB

2006

23

Learning with an unreliable teacher

Journal:

Pattern Recognition

Année:

1992

Langue:

english

Fichier:

PDF, 595 KB

english, 1992

24

Improved upper bounds for probabilities of uniform deviations

Journal:

Statistics & Probability Letters

Année:

1995

Langue:

english

Fichier:

PDF, 296 KB

english, 1995

25

Kernel density estimation from ergodic sample is not universally consistent

László Györfi, Gábor Lugosi

Journal:

Computational Statistics & Data Analysis

Année:

1992

Langue:

english

Fichier:

PDF, 450 KB

english, 1992

26

Preface

Gábor Lugosi, Sandra Zilles

Journal:

Theoretical Computer Science

Année:

2011

Langue:

english

Fichier:

PDF, 121 KB

english, 2011

27

Synthesis of 3-haloisoxazoles by novel oxidative degradation of the side-chain of 3-(3-halo-isoxazol-5-yl) propionic acids

Péter Lugosi, József Schawartz, Gábor Doleschall

Journal:

Année:

1981

Langue:

english

Fichier:

PDF, 475 KB

english, 1981

28

Scale-sensitive dimensions and skeleton estimates for classification

Márta Horváth, Gábor Lugosi

Journal:

Discrete Applied Mathematics

Année:

1998

Langue:

english

Fichier:

PDF, 1.47 MB

english, 1998

29

An inequality for uniform deviations of sample averages from their means

Peter Bartlett, Gábor Lugosi

Journal:

Statistics & Probability Letters

Année:

1999

Langue:

english

Fichier:

PDF, 97 KB

english, 1999

30

Universal smoothing factor selection in density estimation: theory and practice

Duc Devroye, J. Beirlant, R. Cao, R. Fraiman, P. Hall, M. C. Jones, Gábor Lugosi, E. Mammen, J. S. Marron, C. Sánchez-Sellero, J. de Uña, F. Udina, L. Devroye

Journal:

Année:

1997

Langue:

english

Fichier:

PDF, 9.62 MB

english, 1997

31

Existence of Sparsely Supported Correlated Equilibria

Fabrizio Germano, Gábor Lugosi

Journal:

Economic Theory

Année:

2007

Langue:

english

Fichier:

PDF, 97 KB

english, 2007

32

Comment on:ℓ1-penalization for mixture regression models

Journal:

Année:

2010

Langue:

english

Fichier:

PDF, 270 KB

english, 2010

33

Goodness-of-fit Tests Based on the Kernel Density Estimator

RICARDO CAO, GÁBOR LUGOSI

Journal:

Scandinavian Journal of Statistics

Année:

2005

Langue:

english

Fichier:

PDF, 196 KB

english, 2005

34

On the Asymptotic Normality of the L1- and L2-Errors in Histogram Density Estimation

Jan Beirlant, László Györfi and Gábor Lugosi

Journal:

Canadian Journal of Statistics

Année:

1994

Langue:

english

Fichier:

PDF, 365 KB

english, 1994

35

Adaptive Model Selection Using Empirical Complexities

Gabor Lugosi and Andrew B. Nobel

Journal:

The Annals of Statistics

Année:

1999

Langue:

english

Fichier:

PDF, 2.62 MB

english, 1999

36

Efficient Tracking of Large Classes of Experts

Gyorgy, András, Linder, Tamás, Lugosi, Gábor

Journal:

IEEE Transactions on Information Theory

Année:

2012

Langue:

english

Fichier:

PDF, 4.19 MB

english, 2012

37

Connectivity threshold of bluetooth graphs

Nicolas Broutin, Luc Devroye, Nicolas Fraiman, Gábor Lugosi

Journal:

Random Structures & Algorithms

Année:

2012

Langue:

english

Fichier:

PDF, 314 KB

english, 2012

38

Learning correlated equilibria in games with compact sets of strategies

Gilles Stoltz, Gábor Lugosi

Journal:

Games and Economic Behavior

Année:

2007

Langue:

english

Fichier:

PDF, 237 KB

english, 2007

39

Global Nash convergence of Foster and Young's regret testing

Fabrizio Germano, Gábor Lugosi

Journal:

Games and Economic Behavior

Année:

2007

Langue:

english

Fichier:

PDF, 226 KB

english, 2007

40

[Lecture Notes in Computer Science] Learning Theory Volume 4005 || Online Learning with Constraints

Lugosi, Gábor, Simon, Hans Ulrich

Année:

2006

Langue:

english

Fichier:

PDF, 459 KB

english, 2006

41

[Lecture Notes in Computer Science] Algorithmic Learning Theory Volume 5809 || The Two Faces of Active Learning

Gavaldà, Ricard, Lugosi, Gábor, Zeugmann, Thomas, Zilles, Sandra

Année:

2009

Langue:

english

Fichier:

PDF, 38 KB

english, 2009

42

Combinatorial bandits

Nicolò Cesa-Bianchi, Gábor Lugosi

Journal:

Journal of Computer and System Sciences

Année:

2012

Langue:

english

Fichier:

PDF, 271 KB

english, 2012

43

Moment Inequalities for Functions of Independent Random Variables

Stéphane Boucheron, Olivier Bousquet, Gábor Lugosi and Pascal Massart

Journal:

The Annals of Probability

Année:

2005

Langue:

english

Fichier:

PDF, 4.47 MB

english, 2005

44

[Lecture Notes in Computer Science] Algorithmic Learning Theory Volume 5809 || Iterative Learning from Texts and Counterexamples Using Additional Information

Gavaldà, Ricard, Lugosi, Gábor, Zeugmann, Thomas, Zilles, Sandra

Année:

2009

Langue:

english

Fichier:

PDF, 242 KB

english, 2009

45

Maximum Penalized Likelihood Estimation. Volume I: Density Estimationby P. P. B. Eggermont; V. N. LaRiccia

Review by: Gábor Lugosi

Journal:

Année:

2003

Langue:

english

Fichier:

PDF, 368 KB

english, 2003

46

Detection of Correlations With Adaptive Sensing

Castro, Rui M., Lugosi, Gabor, Savalle, Pierre-Andre

Journal:

IEEE Transactions on Information Theory

Année:

2014

Langue:

english

Fichier:

PDF, 805 KB

english, 2014

47

[Lecture Notes in Computer Science] Algorithmic Learning Theory Volume 5809 ||

Gavaldà, Ricard, Lugosi, Gábor, Zeugmann, Thomas, Zilles, Sandra

Année:

2009

Langue:

english

Fichier:

PDF, 7.11 MB

english, 2009

48

[IEEE 2012 IEEE International Symposium on Information Theory - ISIT - Cambridge, MA, USA (2012.07.1-2012.07.6)] 2012 IEEE International Symposium on Information Theory Proceedings - Efficient tracking of large classes of experts

Gyorgy, Andras, Linder, Tamas, Lugosi, Gabor

Année:

2012

Langue:

english

Fichier:

PDF, 144 KB

english, 2012

49

Bandits With Heavy Tail

Bubeck, Sebastien, Cesa-Bianchi, Nicolo, Lugosi, Gabor

Journal:

IEEE Transactions on Information Theory

Année:

2013

Langue:

english

Fichier:

PDF, 1.55 MB

english, 2013

50

Almost sure classification of densities

Devroye, Luc, Lugosi, Gábor

Journal:

Journal of Nonparametric Statistics

Année:

2002

Langue:

english

Fichier:

PDF, 235 KB

english, 2002