PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Gábor Lugosi

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Number of EPrints submitted by this user: 28

Minimizing Regret with Label Efficient Prediction
Nicolò Cesa-Bianchi, Gábor Lugosi and Gilles Stoltz
In: COLT 2004, 1-4 July 2004, Banff, Canada.

Global Nash convergence of Foster and Young's regret testing
Fabrizio Germano and Gábor Lugosi
(2004) working paper.

Minimizing Regret with Label Efficient Prediction
Nicolò Cesa-Bianchi, Gábor Lugosi and Gilles Stoltz
IEEE Transactions on Information Theory Volume 51, pp. 2152-2162, 2005.

Ranking and scoring using empirical risk minimization
Stephan Clemencon, Gábor Lugosi and Nicolas Vayatis
In: COLT 2005, June 2005, Bertinoro, Italy.

Tracking the best of many experts
Andras Gyorgy, Tamas Linder and Gábor Lugosi
In: COLT 2005, June 2005, Bertinoro, Italy.

Local tail bounds for functions of independent random variables
Luc Devroye and Gábor Lugosi
Annals of Probability Volume to appear, pp. 00-00, 2006.

Existence of sparsely supported correlated equilibria
Fabrizio Germano and Gábor Lugosi
Economic Theory Volume to appear, pp. 00-00, 2006.

Nonparametric kernel-based sequential investment strategies
Laszlo Gyorfi, Gábor Lugosi and Frederic Udina
Mathematical Finance Volume 16, pp. 337-356, 2006.

Prédiction randomisée de suites individuelles
Gábor Lugosi
Journal de la Société Française de Statistique Volume to appear, pp. 00-00, 2006.

Strategies for prediction under imperfect monitoring.
Gábor Lugosi, Shie Mannor and Gilles Stoltz
Mathematics of Operations Research Volume to appear, 2008.

Tracking the best quantizer
Andras Gyorgy, Tamas Linder and Gábor Lugosi
IEEE Transactions on Information Theory 2008.

Local tail bounds for functions of independent random variables
Luc Devroye and Gábor Lugosi
Annals of Probability Volume 36, pp. 143-159, 2008.

On the performance of clustering in Hilbert spaces
Gerard Biau, Luc Devroye and Gábor Lugosi
IEEE Transactions on Information Theory Volume 54, pp. 781-790, 2008.

The online shortest path problem under partial monitoring
Andras Gyorgy, Tamas Linder, Gábor Lugosi and Gyorgy Ottucsak
Journal of Machine Learning Research Volume 8, pp. 2369-2403, 2007.

Ranking and empirical minimization of U-statistics
Stephan Clemencon, Gábor Lugosi and Nicolas Vayatis
Annals of Statistics -159, 2008.

Effective resistance of random trees
Louigi Addario-Berry, Nicolas Broutin and Gábor Lugosi
Annals of Applied Probability 2007.

Consistency of random forests and other averaging classifiers
Gérard Biau, Luc Devroye and Gábor Lugosi
Journal of Machine Learning Research Volume 9, pp. 2015-2033, 2008.

Multiple choice tries
Luc Devroye, Gábor Lugosi, Gahyun Park and Wojchiek Szpankowski
Random Structures and Algorithms 2007.

Effective resistance of random trees
Louigi Addario-Berry, Nicolas Broutin and Gábor Lugosi
Annals of Applied Probability Volume 19, pp. 1092-1107, 2009.

On concentration of self-bounding functions
Stephane Boucheron, Gábor Lugosi and Pascal Massart
Electronic Journal of Statistics Volume 14, pp. 1884-1899, 2009.

On-line sequential bin packing.
Andras Gyorgy, Gábor Lugosi and Gyorgy Ottucsak
Journal of Machine Learning Research Volume 11, pp. 89-109, 2010.

The longest minimum-weight path in a complete graph
Louigi Addario-Berry, Nicolas Broutin and Gábor Lugosi
Combinatorics, Probability, and Computing Volume 19, pp. 1-19, 2010.

Minimax policies for combinatorial prediction games
Jean-Yves Audibert, Sébastien Bubeck and Gábor Lugosi
In: COLT 2011, Budapest, Hungary(2011).

On combinatorial testing problems
Louigi Addario-Berry, Nicolas Broutin, Luc Devroye and Gábor Lugosi
Annals of Statistics Volume 38, pp. 3063-3092, 2010.

Sharp threshold for percolation on expanders
Itai Benjamini, Stephane Boucheron, Gábor Lugosi and Raphael Rossignol
Annals of Probability 2011.

Comment on: l1-penalization for mixture regression models
Gábor Lugosi
Test Volume 19, pp. 259-263, 2010.

Detection of correlations
Ery Arias-Castro, Sébastien Bubeck and Gábor Lugosi
Annals of Statistics Volume to appear, 2011.

High-dimensional random geometric graphs and their clique number
Luc Devroye, Andras Gyorgy, Gábor Lugosi and Frederic Udina
Electronic Journal of Probability Volume 16, pp. 2481-2508, 2011.