Peter I Frazier

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Warrren B PowellPrinceton UniversityVerified email at princeton.edu
Raul AstudilloPostdoctoral Scholar, California Institute of TechnologyVerified email at caltech.edu
Jian WuTwo Sigma InvestmentsVerified email at twosigma.com
Shane HendersonProfessor of Operations Research and Information Engineering, Cornell UniversityVerified email at cornell.edu
Savas DayanikBilkent University, Departments of Industrial Engineering and MathematicsVerified email at bilkent.edu.tr
Jialei WangCornell UniversityVerified email at cornell.edu
Matthias PoloczekPrincipal Scientist at AmazonVerified email at cornell.edu
Jiayue WanCornell UniversityVerified email at cornell.edu
Stephen E. ChickProfessor of Technology and Operations Management, INSEADVerified email at insead.edu
David BleiProfessor of Statistics and Computer Science, Columbia UniversityVerified email at columbia.edu
Bruno JedynakPortland State University, Dept. of Mathematics and StatisticsVerified email at pdx.edu
J. Massey CashoreVerified email at cornell.edu
Saul Toscano PalmerinQuantitative Researcher at Citadel SecuritiesVerified email at citadelsecurities.com
David ShmoysProfessor of Operations Research & Information Engineering and of Computer ScienceVerified email at cs.cornell.edu
Scott ClarkSigOptVerified email at sigopt.com
Ilya O. RyzhovRobert H. Smith School of Business, University of MarylandVerified email at umd.edu
Andrew Gordon WilsonNew York UniversityVerified email at cims.nyu.edu
Yujia ZhangGraduate student, Cornell UniversityVerified email at cornell.edu
Raphael SznitmanARTORG Center, University of BernVerified email at unibe.ch
Xiangyu ZhangCornell UniversityVerified email at cornell.edu

Peter I Frazier

Associate Professor of Operations Research and Information Engineering, Cornell University

Verified email at cornell.edu - Homepage

Bayesian optimization black-box optimization operations research machine learning sharing economy


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A tutorial on Bayesian optimization PI Frazier arXiv preprint arXiv:1807.02811, 2018	2016*	2018
A knowledge-gradient policy for sequential information collection PI Frazier, WB Powell, S Dayanik SIAM Journal on Control and Optimization 47 (5), 2410-2439, 2008	541	2008
The knowledge gradient policy for correlated normal beliefs P Frazier, WB Powell, S Dayanik INFORMS Journal on Computing 21 (4), 599-613, 2009	518	2009
Distance dependent Chinese restaurant processes. DM Blei, PI Frazier Journal of Machine Learning Research 12 (8), 2011	412	2011
The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression W Scott, P Frazier, W Powell SIAM Journal on Optimization 21, 996, 2011	243	2011
The parallel knowledge gradient method for batch Bayesian optimization J Wu, P Frazier Advances in neural information processing systems 29, 2016	239	2016
Bayesian optimization with gradients J Wu, M Poloczek, AG Wilson, P Frazier Advances in neural information processing systems 30, 2017	236	2017
Multi-information source optimization M Poloczek, J Wang, P Frazier Advances in neural information processing systems 30, 2017	230	2017
The knowledge gradient algorithm for a general class of online learning problems IO Ryzhov, WB Powell, PI Frazier Operations Research 60 (1), 180-195, 2012	225	2012
Bayesian optimization for materials design PI Frazier, J Wang Information science for materials discovery and design, 45-75, 2015	224	2015
ALE: a generic assembly likelihood evaluation framework for assessing the accuracy of genome and metagenome assemblies SC Clark, R Egan, PI Frazier, Z Wang Bioinformatics 29 (4), 435-443, 2013	189	2013
Parallel Bayesian global optimization of expensive functions J Wang, SC Clark, E Liu, PI Frazier Operations Research 68 (6), 2020	185*	2020
The knowledge-gradient algorithm for sequencing experiments in drug discovery DM Negoescu, PI Frazier, WB Powell INFORMS J. on Computing (to appear), 2010	173	2010
Predicting Bike Usage for New York City's Bike Sharing System. D Singhvi, S Singhvi, PI Frazier, SG Henderson, E O'Mahony, DB Shmoys, ... AAAI Workshop: Computational Sustainability, 2015	152	2015
Practical multi-fidelity bayesian optimization for hyperparameter tuning J Wu, S Toscano-Palmerin, PI Frazier, AG Wilson Uncertainty in Artificial Intelligence, 788-798, 2020	138	2020
Sequential hypothesis testing under stochastic deadlines P Frazier, AJ Yu Advances in neural information processing systems 20, 465-472, 2008	133	2008
Incentivizing exploration P Frazier, D Kempe, J Kleinberg, R Kleinberg Proceedings of the fifteenth ACM conference on Economics and computation, 5-22, 2014	117	2014
Sequential sampling with economics of selection procedures SE Chick, P Frazier Management Science 58 (3), 550-569, 2012	109	2012
Twenty questions with noise: Bayes optimal policies for entropy loss B Jedynak, PI Frazier, R Sznitman Journal of Applied Probability, 2012	107	2012
Efficient search of compositional space for hybrid organic–inorganic perovskites via Bayesian optimization HC Herbol, W Hu, P Frazier, P Clancy, M Poloczek npj Computational Materials 4 (1), 51, 2018	96	2018

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