Concepedia

Gilles Stoltz

GS

Statistics

Publications

25

Citations

1.8K

H-Index

20

Active since

2005

Affiliations

Centre National de la Recherche Scientifique(Current)

École Normale Supérieure - PSL

Laboratoire de Mathématiques d'Orsay

Institut national de recherche en sciences et technologies du numérique

Département de mathématiques et applications

Gilles Stoltz is an author at Centre National de la Recherche Scientifique specializing in engineering, decision theory, and computer science.

Top concepts

EngineeringComputer ScienceDecision TheoryGame TheoryMachine LearningManagementData SciencePredictive AnalyticsBusinessStochastic Optimization

Publications per year

2005–2022

25

Publications

25

X -Armed Bandits

Sébastien Bubeck, Rémi Munos, Gilles Stoltz et al. · Journal of Machine Learning Research · 2011 · 220 citations

Mathematical Programming, Engineering, Hierarchical Optimistic Optimization +16

Pure exploration in finitely-armed and continuous-armed bandits

Sébastien Bubeck, Rémi Munos, Gilles Stoltz · Theoretical Computer Science · 2010 · 187 citations

Pure Exploration, Game Theory, Exploration V Exploitation +1

Improved second-order bounds for prediction with expert advice

Nicolò Cesa‐Bianchi, Yishay Mansour, Gilles Stoltz · Machine Learning · 2006 · 159 citations · Full text

Engineering, Machine Learning, Computational Learning Theory +6

Regret Minimization Under Partial Monitoring

Nicolò Cesa‐Bianchi, Gábor Lugosi, Gilles Stoltz · Mathematics of Operations Research · 2006 · 145 citations

Engineering, Game Theory, Stochastic Game +18

A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences

Odalric-Ambrym Maillard, Rémi Munos, Gilles Stoltz · arXiv (Cornell University) · 2011 · 121 citations · Full text

Mathematical Programming, Engineering, Stochastic Optimization +13

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