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1

Detecting Markov random fields hidden in white noise

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

Journal:

Year:

2018

Language:

english

File:

PDF, 327 KB

english, 2018

2

Bin width selection in multivariate histograms by the combinatorial method

Luc Devroye, Gábor Lugosi

Journal:

Year:

2004

Language:

english

File:

PDF, 684 KB

english, 2004

3

NONPARAMETRIC KERNEL-BASED SEQUENTIAL INVESTMENT STRATEGIES

László Györfi, Gábor Lugosi, Frederic Udina

Journal:

Mathematical Finance

Year:

2006

Language:

english

File:

PDF, 346 KB

english, 2006

4

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

Year:

1994

Language:

english

File:

PDF, 1.06 MB

english, 1994

5

Prediction, Learning, and Games || Preface

Cesa-Bianchi, Nicolo, Lugosi, Gabor

Year:

2006

File:

PDF, 259 KB

2006

6

A sharp concentration inequality with applications

Stéphane Boucheron, Gábor Lugosi, Pascal Massart

Journal:

Random Structures & Algorithms

Year:

2000

Language:

english

File:

PDF, 146 KB

english, 2000

7

Multiple choice tries and distributed hash tables

Luc Devroye, Gábor Lugosi, Gahyun Park, Wojciech Szpankowski

Journal:

Random Structures & Algorithms

Year:

2009

Language:

english

File:

PDF, 389 KB

english, 2009

8

Internal Regret in On-Line Portfolio Selection

Gilles Stoltz, Gábor Lugosi

Journal:

Machine Learning

Year:

2005

Language:

english

File:

PDF, 264 KB

english, 2005

9

Introduction to the special issue on COLT 2006

Avrim Blum, Gabor Lugosi, Hans Ulrich Simon

Journal:

Machine Learning

Year:

2007

Language:

english

File:

PDF, 140 KB

english, 2007

10

Strong Minimax Lower Bounds for Learning

András Antos, Gábor Lugosi

Journal:

Machine Learning

Year:

1998

Language:

english

File:

PDF, 191 KB

english, 1998

11

Worst-Case Bounds for the Logarithmic Loss of Predictors

Nicolò Cesa-Bianchi, Gábor Lugosi

Journal:

Machine Learning

Year:

2001

Language:

english

File:

PDF, 94 KB

english, 2001

12

Model Selection and Error Estimation

Peter L. Bartlett, Stéphane Boucheron, Gábor Lugosi

Journal:

Machine Learning

Year:

2002

Language:

english

File:

PDF, 270 KB

english, 2002

13

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

Nicolò Cesa-Bianchi, Gábor Lugosi

Journal:

Machine Learning

Year:

2003

Language:

english

File:

PDF, 155 KB

english, 2003

14

Theory of Classification: a Survey of Some Recent Advances

Boucheron, Stéphane, Bousquet, Olivier, Lugosi, Gábor

Journal:

ESAIM Probability and Statistics

Year:

2005

Language:

english

File:

PDF, 559 KB

english, 2005

15

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

Devroye, Luc, Györfi, László, Lugosi, Gábor

Year:

1996

Language:

english

File:

PDF, 44.58 MB

english, 1996

16

Concentration Inequalities Using the Entropy Method

Stéphane Boucheron, Gábor Lugosi and Pascal Massart

Journal:

The Annals of Probability

Year:

2003

Language:

english

File:

PDF, 2.36 MB

english, 2003

17

Robust estimation of U-statistics

Joly, Emilien, Lugosi, Gábor

Journal:

Stochastic Processes and their Applications

Year:

2016

Language:

english

File:

PDF, 356 KB

english, 2016

18

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

Lugosi, Gábor, Mendelson, Shahar

Journal:

Foundations of Computational Mathematics

Year:

2019

Language:

english

File:

PDF, 694 KB

english, 2019

19

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

Cesa-Bianchi, Nicolo, Lugosi, Gabor

Year:

2006

File:

PDF, 581 KB

2006

20

Prediction, Learning, and Games || Introduction

Cesa-Bianchi, Nicolo, Lugosi, Gabor

Year:

2006

File:

PDF, 297 KB

2006

21

Learning with an unreliable teacher

Journal:

Pattern Recognition

Year:

1992

Language:

english

File:

PDF, 595 KB

english, 1992

22

Lower bounds in pattern recognition and learning

Luc Devroye, Gábor Lugosi

Journal:

Pattern Recognition

Year:

1995

Language:

english

File:

PDF, 477 KB

english, 1995

23

Improved upper bounds for probabilities of uniform deviations

Journal:

Statistics & Probability Letters

Year:

1995

Language:

english

File:

PDF, 296 KB

english, 1995

24

Kernel density estimation from ergodic sample is not universally consistent

László Györfi, Gábor Lugosi

Journal:

Computational Statistics & Data Analysis

Year:

1992

Language:

english

File:

PDF, 450 KB

english, 1992

25

Preface

Gábor Lugosi, Sandra Zilles

Journal:

Theoretical Computer Science

Year:

2011

Language:

english

File:

PDF, 121 KB

english, 2011

26

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:

Year:

1981

Language:

english

File:

PDF, 475 KB

english, 1981

27

Scale-sensitive dimensions and skeleton estimates for classification

Márta Horváth, Gábor Lugosi

Journal:

Discrete Applied Mathematics

Year:

1998

Language:

english

File:

PDF, 1.47 MB

english, 1998

28

An inequality for uniform deviations of sample averages from their means

Peter Bartlett, Gábor Lugosi

Journal:

Statistics & Probability Letters

Year:

1999

Language:

english

File:

PDF, 97 KB

english, 1999

29

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:

Year:

1997

Language:

english

File:

PDF, 9.62 MB

english, 1997

30

Existence of Sparsely Supported Correlated Equilibria

Fabrizio Germano, Gábor Lugosi

Journal:

Economic Theory

Year:

2007

Language:

english

File:

PDF, 97 KB

english, 2007

31

Comment on:ℓ1-penalization for mixture regression models

Journal:

Year:

2010

Language:

english

File:

PDF, 270 KB

english, 2010

32

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

RICARDO CAO, GÁBOR LUGOSI

Journal:

Scandinavian Journal of Statistics

Year:

2005

Language:

english

File:

PDF, 196 KB

english, 2005

33

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

Year:

1994

Language:

english

File:

PDF, 365 KB

english, 1994

34

Adaptive Model Selection Using Empirical Complexities

Gabor Lugosi and Andrew B. Nobel

Journal:

The Annals of Statistics

Year:

1999

Language:

english

File:

PDF, 2.62 MB

english, 1999

35

Efficient Tracking of Large Classes of Experts

Gyorgy, András, Linder, Tamás, Lugosi, Gábor

Journal:

IEEE Transactions on Information Theory

Year:

2012

Language:

english

File:

PDF, 4.19 MB

english, 2012

36

Connectivity threshold of bluetooth graphs

Nicolas Broutin, Luc Devroye, Nicolas Fraiman, Gábor Lugosi

Journal:

Random Structures & Algorithms

Year:

2012

Language:

english

File:

PDF, 314 KB

english, 2012

37

Learning correlated equilibria in games with compact sets of strategies

Gilles Stoltz, Gábor Lugosi

Journal:

Games and Economic Behavior

Year:

2007

Language:

english

File:

PDF, 237 KB

english, 2007

38

Global Nash convergence of Foster and Young's regret testing

Fabrizio Germano, Gábor Lugosi

Journal:

Games and Economic Behavior

Year:

2007

Language:

english

File:

PDF, 226 KB

english, 2007

39

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

Lugosi, Gábor, Simon, Hans Ulrich

Year:

2006

Language:

english

File:

PDF, 459 KB

english, 2006

40

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

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

Year:

2009

Language:

english

File:

PDF, 38 KB

english, 2009

41

Combinatorial bandits

Nicolò Cesa-Bianchi, Gábor Lugosi

Journal:

Journal of Computer and System Sciences

Year:

2012

Language:

english

File:

PDF, 271 KB

english, 2012

42

Moment Inequalities for Functions of Independent Random Variables

Stéphane Boucheron, Olivier Bousquet, Gábor Lugosi and Pascal Massart

Journal:

The Annals of Probability

Year:

2005

Language:

english

File:

PDF, 4.47 MB

english, 2005

43

[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

Year:

2009

Language:

english

File:

PDF, 242 KB

english, 2009

44

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

Review by: Gábor Lugosi

Journal:

Year:

2003

Language:

english

File:

PDF, 368 KB

english, 2003

45

Detection of Correlations With Adaptive Sensing

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

Journal:

IEEE Transactions on Information Theory

Year:

2014

Language:

english

File:

PDF, 805 KB

english, 2014

46

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

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

Year:

2009

Language:

english

File:

PDF, 7.11 MB

english, 2009

47

[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

Year:

2012

Language:

english

File:

PDF, 144 KB

english, 2012

48

Bandits With Heavy Tail

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

Journal:

IEEE Transactions on Information Theory

Year:

2013

Language:

english

File:

PDF, 1.55 MB

english, 2013

49

Almost sure classification of densities

Devroye, Luc, Lugosi, Gábor

Journal:

Journal of Nonparametric Statistics

Year:

2002

Language:

english

File:

PDF, 235 KB

english, 2002

50

Complexity Regularization via Localized Random Penalties

Gábor Lugosi and Marten Wegkamp

Journal:

The Annals of Statistics

Year:

2004

Language:

english

File:

PDF, 389 KB

english, 2004

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