Peter I Frazier

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Warrren B PowellPrinceton UniversityDirección de correo verificada de princeton.edu
Raul AstudilloPostdoctoral Scholar, California Institute of TechnologyDirección de correo verificada de caltech.edu
Jian WuCornell UniversityDirección de correo verificada de cornell.edu
Shane HendersonProfessor of Operations Research and Information Engineering, Cornell UniversityDirección de correo verificada de cornell.edu
Matthias PoloczekPrincipal Scientist at AmazonDirección de correo verificada de cornell.edu
Savas DayanikBilkent University, Departments of Industrial Engineering and MathematicsDirección de correo verificada de bilkent.edu.tr
Jialei WangCornell UniversityDirección de correo verificada de cornell.edu
Jiayue WanCornell UniversityDirección de correo verificada de cornell.edu
Stephen E. ChickProfessor of Technology and Operations Management, INSEADDirección de correo verificada de insead.edu
Scott ClarkSigOptDirección de correo verificada de sigopt.com
J. Massey CashoreDirección de correo verificada de cornell.edu
David BleiProfessor of Statistics and Computer Science, Columbia UniversityDirección de correo verificada de columbia.edu
Saul Toscano PalmerinQuantitative Researcher at Citadel SecuritiesDirección de correo verificada de citadelsecurities.com
David ShmoysProfessor of Operations Research & Information Engineering and of Computer ScienceDirección de correo verificada de cs.cornell.edu
Bruno JedynakPortland State University, Dept. of Mathematics and StatisticsDirección de correo verificada de pdx.edu
Yujia ZhangGraduate student, Cornell UniversityDirección de correo verificada de cornell.edu
Ilya O. RyzhovRobert H. Smith School of Business, University of MarylandDirección de correo verificada de umd.edu
Andrew Gordon WilsonNew York UniversityDirección de correo verificada de cims.nyu.edu
Raphael SznitmanARTORG Center, University of BernDirección de correo verificada de unibe.ch
Eytan BakshyResearch Director, MetaDirección de correo verificada de fb.com

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Peter I Frazier

Associate Professor of Operations Research and Information Engineering, Cornell University

Dirección de correo verificada de cornell.edu - Página principal

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


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
A tutorial on Bayesian optimization PI Frazier arXiv preprint arXiv:1807.02811, 2018	2968*	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	607	2008
The knowledge gradient policy for correlated normal beliefs P Frazier, WB Powell, S Dayanik INFORMS Journal on Computing 21 (4), 599-613, 2009	562	2009
Distance dependent Chinese restaurant processes. DM Blei, PI Frazier Journal of Machine Learning Research 12 (8), 2011	434	2011
Bayesian optimization for materials design PI Frazier, J Wang Information science for materials discovery and design, 45-75, 2016	299	2016
Bayesian optimization with gradients J Wu, M Poloczek, AG Wilson, P Frazier Advances in neural information processing systems 30, 2017	285	2017
Multi-information source optimization M Poloczek, J Wang, P Frazier Advances in neural information processing systems 30, 2017	276	2017
The parallel knowledge gradient method for batch Bayesian optimization J Wu, P Frazier Advances in neural information processing systems 29, 2016	274	2016
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	267	2011
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	245	2012
Parallel Bayesian global optimization of expensive functions J Wang, SC Clark, E Liu, PI Frazier Operations Research 68 (6), 2020	223*	2020
The knowledge-gradient algorithm for sequencing experiments in drug discovery DM Negoescu, PI Frazier, WB Powell INFORMS J. on Computing (to appear), 2010	200	2010
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	197	2013
Practical multi-fidelity Bayesian optimization for hyperparameter tuning J Wu, S Toscano-Palmerin, PI Frazier, AG Wilson Uncertainty in Artificial Intelligence, 788-798, 2020	180	2020
Predicting bike usage for new york city’s bike sharing system D Singhvi, S Singhvi, PI Frazier, SG Henderson, E O'Mahony, DB Shmoys, ... Workshops at the twenty-ninth AAAI conference on artificial intelligence, 2015	164	2015
Sequential hypothesis testing under stochastic deadlines P Frazier, AJ Yu Advances in neural information processing systems 20, 465-472, 2008	139	2008
Incentivizing exploration P Frazier, D Kempe, J Kleinberg, R Kleinberg Proceedings of the fifteenth ACM conference on Economics and computation, 5-22, 2014	136	2014
Sequential sampling with economics of selection procedures SE Chick, P Frazier Management Science 58 (3), 550-569, 2012	115	2012
Twenty questions with noise: Bayes optimal policies for entropy loss B Jedynak, PI Frazier, R Sznitman Journal of Applied Probability, 2012	113	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	110	2018

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