Peter I Frazier

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Warrren B PowellPrinceton UniversityPreverjeni e-poštni naslov na princeton.edu
Raul AstudilloPostdoctoral Scholar, California Institute of TechnologyPreverjeni e-poštni naslov na caltech.edu
Jian WuCornell UniversityPreverjeni e-poštni naslov na cornell.edu
Jialei WangCornell UniversityPreverjeni e-poštni naslov na cornell.edu
Matthias PoloczekPrincipal Scientist at AmazonPreverjeni e-poštni naslov na cornell.edu
Shane HendersonProfessor of Operations Research and Information Engineering, Cornell UniversityPreverjeni e-poštni naslov na cornell.edu
Savas DayanikBilkent University, Departments of Industrial Engineering and MathematicsPreverjeni e-poštni naslov na bilkent.edu.tr
Jiayue WanCornell UniversityPreverjeni e-poštni naslov na cornell.edu
Stephen E. ChickProfessor of Technology and Operations Management, INSEADPreverjeni e-poštni naslov na insead.edu
J. Massey CashorePreverjeni e-poštni naslov na cornell.edu
David BleiProfessor of Statistics and Computer Science, Columbia UniversityPreverjeni e-poštni naslov na columbia.edu
Saul Toscano PalmerinQuantitative Researcher at Citadel SecuritiesPreverjeni e-poštni naslov na citadelsecurities.com
David ShmoysProfessor of Operations Research & Information Engineering and of Computer SciencePreverjeni e-poštni naslov na cs.cornell.edu
Bruno JedynakPortland State University, Dept. of Mathematics and StatisticsPreverjeni e-poštni naslov na pdx.edu
Scott ClarkSigOptPreverjeni e-poštni naslov na sigopt.com
Yujia ZhangGraduate student, Cornell UniversityPreverjeni e-poštni naslov na cornell.edu
Ilya O. RyzhovRobert H. Smith School of Business, University of MarylandPreverjeni e-poštni naslov na umd.edu
Andrew Gordon WilsonNew York UniversityPreverjeni e-poštni naslov na cims.nyu.edu
Xiangyu ZhangCornell UniversityPreverjeni e-poštni naslov na cornell.edu
Eytan BakshyResearch Director, MetaPreverjeni e-poštni naslov na fb.com

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Peter I Frazier

Associate Professor of Operations Research and Information Engineering, Cornell University

Preverjeni e-poštni naslov na cornell.edu - Domača stran

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


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
A tutorial on Bayesian optimization PI Frazier arXiv preprint arXiv:1807.02811, 2018	3261*	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	625	2008
The knowledge gradient policy for correlated normal beliefs P Frazier, WB Powell, S Dayanik INFORMS Journal on Computing 21 (4), 599-613, 2009	574	2009
Distance dependent Chinese restaurant processes. DM Blei, PI Frazier Journal of Machine Learning Research 12 (8), 2011	435	2011
Bayesian optimization for materials design PI Frazier, J Wang Information science for materials discovery and design, 45-75, 2016	308	2016
Bayesian optimization with gradients J Wu, M Poloczek, AG Wilson, P Frazier Advances in neural information processing systems 30, 2017	295	2017
The parallel knowledge gradient method for batch Bayesian optimization J Wu, P Frazier Advances in neural information processing systems 29, 2016	291	2016
Multi-information source optimization M Poloczek, J Wang, P Frazier Advances in neural information processing systems 30, 2017	280	2017
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	271	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	243	2012
Parallel Bayesian global optimization of expensive functions J Wang, SC Clark, E Liu, PI Frazier Operations Research 68 (6), 2020	234	2020
The knowledge-gradient algorithm for sequencing experiments in drug discovery DM Negoescu, PI Frazier, WB Powell INFORMS J. on Computing (to appear), 2010	204	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	195	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	194	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, ... AAAI Workshop: Computational Sustainability, 1-5, 2015	166	2015
Incentivizing exploration P Frazier, D Kempe, J Kleinberg, R Kleinberg Proceedings of the fifteenth ACM conference on Economics and computation, 5-22, 2014	145	2014
Sequential hypothesis testing under stochastic deadlines P Frazier, AJ Yu Advances in neural information processing systems 20, 465-472, 2008	141	2008
Bayesian optimization of composite functions R Astudillo, P Frazier International Conference on Machine Learning, 354-363, 2019	120	2019
Sequential sampling with economics of selection procedures SE Chick, P Frazier Management Science 58 (3), 550-569, 2012	117	2012
Twenty questions with noise: Bayes optimal policies for entropy loss B Jedynak, PI Frazier, R Sznitman Journal of Applied Probability, 2012	116	2012

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