Aurélien Garivier

Publications

2.2K

Citations

H-Index

2006

Active since

Affiliations

Centre National de la Recherche Scientifique(Current)

Institut de Mathématiques de Toulouse

Laboratoire Traitement et Communication de l’Information

Télécom Paris

Université Toulouse III - Paul Sabatier

Aurélien Garivier is an author at Centre National de la Recherche Scientifique specializing in engineering, computer science, and statistical inference.

ORCID

Top concepts

EngineeringComputer ScienceStatistical InferenceStatisticsStochastic OptimizationProbabilityMathematical ProgrammingGame TheoryDecision TheoryUncertainty Quantification

Publications per year

2006–2021

Publications

On the Complexity of Best Arm Identification in Multi-Armed Bandit Models

Emilie Kaufmann, Olivier Cappé, Aurélien Garivier · arXiv (Cornell University) · 2014 · 704 citations · Full text

Best Arm Identification, Engineering, Game Theory +18

The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond

Aurélien Garivier, Olivier Cappé · arXiv (Cornell University) · 2011 · 342 citations · Full text

Mathematical Programming, Engineering, Stochastic Optimization +12

Parametric Bandits: The Generalized Linear Case

Sarah Filippi, Olivier Cappé, Aurélien Garivier et al. · Neural Information Processing Systems · 2010 · 260 citations

Mathematical Programming, Parametric Bandits, Machine Learning +14

On Upper-Confidence Bound Policies for Non-Stationary Bandit Problems

Aurélien Garivier, Éric Moulines · ArXiv.org · 2008 · 179 citations · Full text

Mathematical Programming, Engineering, Upper-confidence Bound +13

Sequential Monte Carlo smoothing for general state space hidden Markov models

Randal Douc, Aurélien Garivier, Éric Moulines et al. · The Annals of Applied Probability · 2011 · 146 citations · Full text

Marginal Smoothing Error, Engineering, Data Science +13

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