PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Gilles Stoltz

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Number of EPrints submitted by this user: 18

Internal regret in on-line portfolio selection
Gilles Stoltz and Gábor Lugosi
Machine Learning Journal Volume 59, pp. 125-159, 2005.

Learning correlated equilibria in games with compact sets of strategies
Gilles Stoltz and Gábor Lugosi
Submitted 2004.

Information incomplète et regret interne en prédiction de suites individuelles -- Incomplete Information and Internal Regret in Prediction of Individual Sequences
Gilles Stoltz
(2005) PhD thesis, Université Paris-Sud.

Improved Second-Order Bounds for Prediction with Expert Advice
Nicolò Cesa-Bianchi, Yishay Mansour and Gilles Stoltz
Submitted. 2006.

Strategies for prediction under imperfect monitoring
Gábor Lugosi, Gilles Stoltz and Shie Mannor
In: COLT 2007, 13-15 June 2007, San Diego, CA, USA.

Strategies for prediction under imperfect monitoring
Gábor Lugosi, Gilles Stoltz and Shie Mannor
(2007) Working Paper. CCSD - CNRS.

Online optimization in X-armed bandits
Sébastien Bubeck, Rémi Munos, Gilles Stoltz and Csaba Szepesvari
In: NIPS'08, Dec. '08, Vancouver, Canada.

Ozone ensemble forecast with machine learning algorithms
Vivien Mallet, Boris Mauricette and Gilles Stoltz
Journal of Geophysical Research 2000.

Pure exploration for multi-armed bandit problems
Sébastien Bubeck, Rémi Munos and Gilles Stoltz
(2009) Working Paper. HAL.

Online Multi-task Learning with Hard Constraints
Gábor Lugosi, Omiros Papaspiliopoulos and Gilles Stoltz
In: COLT 2009, June 2009, Montreal, Canada.

A geometric proof of calibration
Shie Mannor and Gilles Stoltz
HAL / open archives 2009.

Forecasting the electricity consumption by aggregation of specialized experts; application to Slovakian and French country-wide hourly predictions
Marie Devaine, Yannig Goude and Gilles Stoltz
Submitted article 2010.

Robust approachability and regret minimization in games with partial monitoring
Vianney Perchet, Shie Mannor and Gilles Stoltz
Submitted article 2011.

Agrégation séquentielle de prédicteurs : méthodologie générale et applications à la prévision de la qualité de l'air et à celle de la consommation électrique
Gilles Stoltz
Journal de la Société Française de Statistique Volume 151, Number 2, pp. 66-106, 2010.

Contributions to the sequential prediction of arbitrary sequences: applications to the theory of repeated games and empirical studies of the performance of the aggregation of experts
Gilles Stoltz
(2011) Other thesis, Université Paris-Sud.

Inverse Problems and High-Dimensional Estimation
Pierre Alquier, Eric Gautier and Gilles Stoltz, ed. (2011) Lecture Notes in Statistics - Proceedings , Volume 203 . Springer , New-York, NJ . ISBN 9783642199882

Lipschitz bandits without the Lipschitz constant
Sébastien Gerchinovitz, Gilles Stoltz and Jia Yuan Yu
In: ALT 2011, 5-7 Oct 2011, Espoo, Finland.

A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences
Odalric-Ambrym Maillard, Rémi Munos and Gilles Stoltz
In: COLT 2011, 9-11 July 2011, Budapest, Hungary.