WorldCat Identities

Lugosi, Gábor

Overview
Works: 41 works in 151 publications in 1 language and 2,242 library holdings
Genres: Conference proceedings 
Roles: Author, Editor, Other
Classifications: QA269, 006.31
Publication Timeline
Key
Publications about  Gábor Lugosi Publications about Gábor Lugosi
Publications by  Gábor Lugosi Publications by Gábor Lugosi
Most widely held works by Gábor Lugosi
Prediction, learning, and games by Nicolò Cesa-Bianchi ( )
13 editions published between 2006 and 2010 in English and held by 584 WorldCat member libraries worldwide
The central theme here is a model of prediction using expert advice, a general framework within which many related problems can be cast and discussed, including repeated game playing, adaptive data compression, sequential investment in the stock market, and sequential pattern analysis
Learning theory 19th Annual Conference on Learning Theory, COLT 2006, Pittsburgh, PA, USA, June 22-25, 2006 : proceedings by Gábor Lugosi ( )
16 editions published in 2006 in English and held by 528 WorldCat member libraries worldwide
A probabilistic theory of pattern recognition by Luc Devroye ( Book )
16 editions published between 1995 and 2008 in English and held by 442 WorldCat member libraries worldwide
Wherever possible, distribution-free properties and inequalities are derived. A substantial portion of the results or the analysis is new. Over 430 problems and exercises complement the material
Combinatorial methods in density estimation by Luc Devroye ( Book )
10 editions published between 2000 and 2001 in English and held by 306 WorldCat member libraries worldwide
Density estimation has evolved enormously since the days of bar plots and histograms, but researchers and users are still struggling with the problem of the selection of the bin widths. This text explores a new paradigm for the data-based or automatic selection of the free parameters of density estimates in general so that the expected error is within a given constant multiple of the best possible error. The paradigm can be used in nearly all density estimates and for most model selection problems, both parametric and nonparametric. It is the first book on this topic. The text is intended for first-year graduate students in statistics and learning theory, and offers a host of opportunities for further research and thesis topics. Each chapter corresponds roughly to one lecture, and is supplemented with many classroom exercises. A one year course in probability theory at the level of Feller's Volume 1 should be more than adequate preparation. Gabor Lugosi is Professor at Universitat Pompeu Fabra in Barcelona, and Luc Debroye is Professor at McGill University in Montreal. In 1996, the authors, together with Lászlo Györfi, published the successful text, A Probabilistic Theory of Pattern Recognition with Springer-Verlag. Both authors have made many contributions in the area of nonparametric estimation
Concentration inequalities : a nonasymptotic theory of independence by Stéphane Boucheron ( Book )
16 editions published in 2013 in English and held by 199 WorldCat member libraries worldwide
An accessible account of the rich theory surrounding concentration inequalities in probability theory, with applications from machine learning and statistics to high-dimensional geometry. This book introduces key ideas and presents a detailed summary of the state-of-the-art in the area making it ideal for independent learning and as a reference
Algorithmic learning theory 20th International Conference, ALT 2009, Porto, Portugal, October 3-5, 2009 : proceedings by Ricard Gavaldà ( )
7 editions published in 2009 in English and held by 80 WorldCat member libraries worldwide
Annotation
Learning Theory (vol. # 4005) 19th Annual Conference on Learning Theory, COLT 2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings by Gábor Lugosi ( )
5 editions published in 2006 in English and held by 30 WorldCat member libraries worldwide
Algorithmic learning theory : (ALT 2009) by 2009, Porto> ALT. <20 ( Book )
2 editions published in 2011 in Undetermined and English and held by 5 WorldCat member libraries worldwide
Learning theory proceedings ( )
3 editions published in 2006 in English and held by 5 WorldCat member libraries worldwide
A Data-dependent skeleton estimate and a scale-sensitive dimension for classification by Márta Horváth ( Book )
4 editions published between 1996 and 1997 in English and held by 4 WorldCat member libraries worldwide
The minimax distortion redundancy in empirical quantizer design by Peter Bartlett ( Book )
3 editions published in 1997 in English and held by 4 WorldCat member libraries worldwide
A sharp concentration inequality with applications by Stéphane Boucheron ( Book )
4 editions published in 1999 in English and held by 4 WorldCat member libraries worldwide
Strong minimax lower bounds for learning by András Antos ( Book )
3 editions published in 1997 in English and held by 4 WorldCat member libraries worldwide
Minimax lower bounds for the two-armed bandit problem by Sanjeev R Kulkarni ( Book )
3 editions published in 1997 in English and held by 4 WorldCat member libraries worldwide
Almost sure testability of classes of densities by Luc Devroye ( )
3 editions published in 1999 in English and held by 3 WorldCat member libraries worldwide
A note on robust detection by Luc Devroye ( )
3 editions published in 2000 in English and held by 2 WorldCat member libraries worldwide
A Simple randomized algorithm for consistent sequential prediction of ergodic time series by László Györfi ( Book )
2 editions published in 1998 in English and held by 2 WorldCat member libraries worldwide
Model selection and error estimation by Peter L Bartlett ( )
3 editions published in 2000 in English and held by 2 WorldCat member libraries worldwide
Learning theory ( Book )
1 edition published in 2007 in English and held by 2 WorldCat member libraries worldwide
Algorithmic Learning Theory (ALT 2009) by ALT 2009 ( Book )
2 editions published in 2011 in English and held by 2 WorldCat member libraries worldwide
 
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Audience Level
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Audience level: 0.74 (from 0.47 for Learning t ... to 0.87 for Concentrat ...)
Alternative Names
Lugosi, G.
Lugosi, G. 1964-
Lugosi, Gabor
Languages
English (118)
Covers