Emilie Kaufmann - Concepedia

Author

Emilie Kaufmann

Centre National de la Recherche Scientifique

Also Known As

Emilie Kaufmann, Kaufmann, E. (Emilie), Kaufmann, Emilie

107

Publications

2.6K

Citations

H-Index

Concepts

All Affiliations

Centre National de la Recherche Scientifique Centre de Recherche en Informatique Université de Lille Institut de Mathématiques de Toulouse Afterschool Alliance

About

Emilie Kaufmann is an author at Centre National de la Recherche Scientifique specializing in engineering, game theory, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	22	1.3K
2	Business	11	13	329
3	Management	3	3	732
4	Health Sciences	1	1	26
5	Biostatistics	1	1	26

Emilie Kaufmann

Publications

1.7K

Citations

H-Index

Page 1

	Year	Citations
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models Emilie Kaufmann, Olivier Cappé, Aurélien Garivier arXiv (Cornell University) Best Arm IdentificationEngineeringGame TheoryAlgorithmic LearningComputational Complexity	2014	704
On bayesian upper confidence bounds for bandit problems Emilie Kaufmann	2012	204
Information Complexity in Bandit Subset Selection Emilie Kaufmann, Shivaram Kalyanakrishnan	2013	110
Optimal Best Arm Identification with Fixed Confidence Aurélien Garivier, Emilie Kaufmann arXiv (Cornell University) Mathematical ProgrammingEngineeringBiometricsGame TheoryAlgorithmic Learning	2016	101
Thompson Sampling for 1-Dimensional Exponential Family Bandits Nathaniel Korda, Emilie Kaufmann, Rémi Munos arXiv (Cornell University) EngineeringStochastic OptimizationOnline AlgorithmExponential FamilyGame-theoretic Probability	2013	74
On Explore-Then-Commit Strategies Aurélien Garivier, Emilie Kaufmann, Tor Lattimore arXiv (Cornell University) Mathematical ProgrammingEngineeringExplore-then-commit StrategiesProject ManagementGame Theory	2016	59
What Doubling Tricks Can and Can't Do for Multi-Armed Bandits Lilian Besson, Emilie Kaufmann arXiv (Cornell University) Contextual BanditEngineeringStochastic GameDoubling TrickOnline Algorithm	2018	56
Thompson Sampling: An Asymptotically Optimal Finite Time Analysis Emilie Kaufmann, Nathaniel Korda, Rémi Munos arXiv (Cornell University) Mathematical ProgrammingContextual BanditMechanism DesignEngineeringStochastic Optimization	2012	34
A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players Étienne Boursier, Emilie Kaufmann, Abbas Mehrabian, arXiv (Cornell University) Mathematical ProgrammingEngineeringGame TheoryNeurips 2018Forced Collisions	2019	31
Fast active learning for pure exploration in reinforcement learning Pierre Ménard, Omar Darwiche Domingues, Anders Jönsson, Repositori digital de la UPF (Universitat Pompeu Fabra) Artificial IntelligenceRealistic EnvironmentsIntrinsic MotivationMachine LearningEngineering	2020	29

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