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Peter I. Frazier · Study
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Author
Peter I. Frazier
25 works
· latest 2022
· 2 institutions
cluster: provisional
ORCID 0000-0002-3501-3341
Works
25 shown
Multi‐information source Bayesian optimization of culture media for cellular agriculture
Biotechnology and Bioengineering
·
2022
·
5 authors
·
Open access
58
citations
Parallel Bayesian Global Optimization of Expensive Functions
Operations Research
·
2020
·
4 authors
85
citations
Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning
arXiv (Cornell University)
·
2019
·
3 authors
·
preprint
·
Open access
77
citations
Bayesian Optimization
·
2018
·
1 author
·
chapter
887
citations
A Tutorial on Bayesian Optimization
arXiv (Cornell University)
·
2018
·
1 author
·
preprint
·
Open access
1,422
citations
Bayesian Optimization with Gradients
arXiv (Cornell University)
·
2017
·
3 authors
·
preprint
·
Open access
138
citations
Warm starting Bayesian optimization
Winter Simulation Conference
·
2016
·
3 authors
·
other
45
citations
The Parallel Knowledge Gradient Method for Batch Bayesian Optimization
arXiv (Cornell University)
·
2016
·
1 author
·
preprint
·
Open access
135
citations
Bayesian Optimization via Simulation with Pairwise Sampling and Correlated Prior Beliefs
Operations Research
·
2016
·
3 authors
50
citations
Multi-Information Source Optimization
arXiv (Cornell University)
·
2016
·
3 authors
·
preprint
·
Open access
60
citations
Parallel Bayesian Global Optimization of Expensive Functions
arXiv (Cornell University)
·
2016
·
4 authors
·
preprint
·
Open access
61
citations
Predicting Bike Usage for New York City's Bike Sharing System
·
2015
·
6 authors
70
citations
A Fully Sequential Elimination Procedure for Indifference-Zone Ranking and Selection with Tight Bounds on Probability of Correct Selection
Operations Research
·
2014
·
1 author
65
citations
Incentivizing exploration
ACM Conference on Economics and Computation (EC)
·
2014
·
4 authors
·
other
100
citations
Sequential Bayes-Optimal Policies for Multiple Comparisons with a Known Standard
Operations Research
·
2013
·
2 authors
46
citations
Twenty Questions with Noise: Bayes Optimal Policies for Entropy Loss
Journal of Applied Probability
·
2012
·
3 authors
95
citations
The Knowledge Gradient Algorithm for a General Class of Online Learning Problems
Operations Research
·
2012
·
3 authors
157
citations
Sequential Sampling with Economics of Selection Procedures
Management Science
·
2011
·
2 authors
91
citations
The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression
SIAM Journal on Optimization
·
2011
·
3 authors
209
citations
Hierarchical Knowledge Gradient for Sequential Sampling
·
2011
·
3 authors
·
Open access
88
citations
The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery
INFORMS journal on computing
·
2010
·
3 authors
137
citations
Paradoxes in Learning and the Marginal Value of Information
Decision Analysis
·
2010
·
2 authors
62
citations
The Knowledge-Gradient Policy for Correlated Normal Beliefs
INFORMS journal on computing
·
2009
·
3 authors
408
citations
A Knowledge-Gradient Policy for Sequential Information Collection
SIAM Journal on Control and Optimization
·
2008
·
3 authors
447
citations
Sequential Hypothesis Testing under Stochastic Deadlines
TUbilio (Technical University of Darmstadt)
·
2007
·
2 authors
·
other
101
citations