Sébastien Bubeck - Concepedia

Author

Sébastien Bubeck

Also Known As

Bubeck, S., Bubeck, Sebastien, Bubeck, Sébastien, Gerichter, Idan, Sebastien Bubeck, Sébastien Bubeck, Université Paris Est

176

Publications

11.8K

Citations

H-Index

127

Concepts

All Affiliations

Microsoft (United States)Princeton University University of Washington Microsoft Research (United Kingdom)Stanford University

About

Sébastien Bubeck is an author at Microsoft (United States) specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	28	51	6K
2	Business	10	10	1.7K
3	Education	4	4	194
4	Language Studies	2	2	1.6K
5	Arts	1	1	1.5K

Sébastien Bubeck

Publications

9.1K

Citations

H-Index

Page 1

	Year	Citations
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningIntelligent SystemsLarge Language Model	2023	1.5K
Benefits, Limits, and Risks of GPT-4 as an AI Chatbot for Medicine Peter Lee, Sébastien Bubeck, Joseph Petro New England Journal of Medicine Conversational User InterfaceComputer ProgramsChatbotDialogue ManagementHuman Agent Interaction	2023	1.5K
Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems Sébastien Bubeck Foundations and Trends® in Machine Learning Mathematical ProgrammingContextual BanditEngineeringStochastic GameMulti-armed Bandit	2012	1.2K
Best Arm Identification in Multi-Armed Bandits Jean-Yves Audibert, Sébastien Bubeck	2010	372
Is Q-learning Provably Efficient? Chi Jin, Zeyuan Allen-Zhu, Sébastien Bubeck, arXiv (Cornell University) Artificial IntelligenceUcb ExplorationEngineeringMachine LearningAlgorithmic Learning	2018	337
Bandits With Heavy Tail Sébastien Bubeck, Nicolò Cesa‐Bianchi, Gábor Lugosi IEEE Transactions on Information Theory Stochastic SimulationLarge DeviationsContextual BanditBandit ProblemEngineering	2013	246
X -Armed Bandits Sébastien Bubeck, Rémi Munos, Gilles Stoltz, Journal of Machine Learning Research Mathematical ProgrammingEngineeringHierarchical Optimistic OptimizationGame TheoryOperations Research	2011	220
Regret Bounds and Minimax Policies under Partial Monitoring Jean-Yves Audibert, Sébastien Bubeck	2010	213
Regret in Online Combinatorial Optimization Jean-Yves Audibert, Sébastien Bubeck, Gábor Lugosi Mathematics of Operations Research Optimal RegretEngineeringMachine LearningGame TheoryPossible Actions	2013	213
Optimal algorithms for smooth and strongly convex distributed optimization in networks Francis Bach, Sébastien Bubeck, Yin Tat Lee, arXiv (Cornell University) Mathematical ProgrammingAccelerated Gradient DescentEngineeringDistributed AlgorithmsOptimal Algorithms	2017	189

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