Peter I. Frazier - Concepedia

Author

Peter I. Frazier

Cornell University ORCID

Also Known As

Castro, Francisco, Frazier, Peter, Frazier, Peter I., P. Frazier, Peter Frazier, Peter I. Frazier

181

Publications

5.7K

Citations

H-Index

135

Concepts

All Affiliations

Cornell University Princeton University INSEAD

About

Peter I. Frazier is an author at Cornell University specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	27	43	3.4K
2	Management	12	12	1.6K
3	Business	10	10	549
4	Education	2	2	126
5	Language Studies	1	1	63

Peter I. Frazier

Publications

4.4K

Citations

H-Index

Page 1

	Year	Citations
A Knowledge-Gradient Policy for Sequential Information Collection Peter I. Frazier, Warren B. Powell, Savaş Dayanik SIAM Journal on Control and Optimization Artificial IntelligenceEngineeringTime PeriodSequential LearningInformation Retrieval	2008	462
The Knowledge-Gradient Policy for Correlated Normal Beliefs Peter I. Frazier, Warren B. Powell, Savaş Dayanik INFORMS journal on computing Artificial IntelligenceEngineeringMachine LearningBayesian InferenceBayesian Ranking	2009	426
A Tutorial on Bayesian Optimization Peter I. Frazier arXiv (Cornell University) Artificial IntelligenceBayesian StatisticEngineeringMachine LearningModel Tuning	2018	371
The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression Warren R. Scott, Peter I. Frazier, Warren B. Powell SIAM Journal on Optimization Artificial IntelligenceBayesian Decision TheoryEngineeringMachine LearningKnowledge Gradient	2011	214
ALE: a generic assembly likelihood evaluation framework for assessing the accuracy of genome and metagenome assemblies Scott Clark, Rob Egan, Peter I. Frazier, Bioinformatics	2013	191
The Knowledge Gradient Algorithm for a General Class of Online Learning Problems Ilya O. Ryzhov, Warren B. Powell, Peter I. Frazier Operations Research Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningKnowledge Gradient Algorithm	2012	167
The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery Diana M. Negoescu, Peter I. Frazier, Warren B. Powell INFORMS journal on computing EngineeringMachine LearningHit IdentificationKnowledge-gradient AlgorithmBayesian Inference	2010	141
Efficient search of compositional space for hybrid organic–inorganic perovskites via Bayesian optimization Henry Herbol, Weici Hu, Peter I. Frazier, npj Computational Materials	2018	132
Sequential Hypothesis Testing under Stochastic Deadlines Peter I. Frazier, Angela J. Yu TUbilio (Technical University of Darmstadt)	2007	107
Incentivizing exploration Peter I. Frazier, David Kempe, Jon Kleinberg, Posterior RewardReward HackingBayesian Multi-armed BanditBehavioral Decision MakingIncentive Mechanism	2014	106

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