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Parallel Bayesian Global Optimization of Expensive Functions

Operations research, 2020-11, Vol.68 (6), p.1850-1865

2020

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A Fully Sequential Elimination Procedure for Indifference-Zone Ranking and Selection with Tight Bounds on Probability of Correct Selection

Operations research, 2014-07, Vol.62 (4), p.926-942

Frazier, Peter I.

2014

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Modeling for COVID-19 college reopening decisions: Cornell, a case study

Proceedings of the National Academy of Sciences - PNAS, 2022-01, Vol.119 (2)

2022

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Bayesian Optimization with Expensive Integrands

SIAM journal on optimization, 2022-01, Vol.32 (2), p.417-444

2022

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ALE: a generic assembly likelihood evaluation framework for assessing the accuracy of genome and metagenome assemblies

Bioinformatics, 2013-02, Vol.29 (4), p.435-443

2013

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The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression

SIAM journal on optimization, 2011-07, Vol.21 (3), p.996-1026

2011

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Multi‐information source Bayesian optimization of culture media for cellular agriculture

Biotechnology and bioengineering, 2022-09, Vol.119 (9), p.2447-2458

2022

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Booster vaccination protection against SARS-CoV-2 infections in young adults during an Omicron BA.1-predominant period: A retrospective cohort study

PLoS medicine, 2023-01, Vol.20 (1), p.e1004153-e1004153

2023

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Tuning Materials-Binding Peptide Sequences toward Gold- and Silver-Binding Selectivity with Bayesian Optimization

ACS nano, 2021-11, Vol.15 (11), p.18260-18269

2021

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A Knowledge-Gradient Policy for Sequential Information Collection

SIAM journal on control and optimization, 2008-01, Vol.47 (5), p.2410-2439

2008

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Thinking Inside the Box: A Tutorial on Grey-Box Bayesian Optimization

2021 Winter Simulation Conference (WSC), 2021, p.1-15

2021

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Probabilistic Bisection Converges Almost as Quickly as Stochastic Approximation

Mathematics of operations research, 2019-05, Vol.44 (2), p.651-667

2019

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Discovering de novo peptide substrates for enzymes using machine learning

Nature communications, 2018-12, Vol.9 (1), p.5253-10, Article 5253

2018

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Bayesian Optimization via Simulation with Pairwise Sampling and Correlated Prior Beliefs

Operations research, 2016-03, Vol.64 (2), p.542-559

2016

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Sequential Sampling with Economics of Selection Procedures

Management science, 2012-03, Vol.58 (3), p.550-569

2012

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The Knowledge Gradient Algorithm for a General Class of Online Learning Problems

Operations research, 2012-01, Vol.60 (1), p.180-195

2012

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Sequential Bayes-Optimal Policies for Multiple Comparisons with a Known Standard

Operations research, 2013-09, Vol.61 (5), p.1174-1189

2013

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Efficient search of compositional space for hybrid organic–inorganic perovskites via Bayesian optimization

npj computational materials, 2018-09, Vol.4 (1), p.1-7, Article 51

2018

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The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery

INFORMS journal on computing, 2011-06, Vol.23 (3), p.346-363

2011

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Twenty Questions with Noise: Bayes Optimal Policies for Entropy Loss

Journal of applied probability, 2012-03, Vol.49 (1), p.114-136

2012

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Distance Dependent Infinite Latent Feature Models

IEEE transactions on pattern analysis and machine intelligence, 2015-02, Vol.37 (2), p.334-345

2015

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Bayesian Group Testing Under Sum Observations: A Parallelizable Two-Approximation for Entropy Loss

IEEE transactions on information theory, 2017-02, Vol.63 (2), p.915-933

2017

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Routine Surveillance and Vaccination on a University Campus During the Spread of the SARS-CoV-2 Omicron Variant

JAMA network open, 2022-05, Vol.5 (5), p.e2212906-e2212906

2022

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CONSISTENCY OF SEQUENTIAL BAYESIAN SAMPLING POLICIES

SIAM journal on control and optimization, 2011-01, Vol.49 (2), p.712-731

2011

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Coupled bisection for root ordering

Operations research letters, 2016-03, Vol.44 (2), p.165-169

2016

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Parallel Bayesian Global Optimization of Expensive Functions

A Fully Sequential Elimination Procedure for Indifference-Zone Ranking and Selection with Tight Bounds on Probability of Correct Selection

Modeling for COVID-19 college reopening decisions: Cornell, a case study

Bayesian Optimization with Expensive Integrands

ALE: a generic assembly likelihood evaluation framework for assessing the accuracy of genome and metagenome assemblies

The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression

Multi‐information source Bayesian optimization of culture media for cellular agriculture

Booster vaccination protection against SARS-CoV-2 infections in young adults during an Omicron BA.1-predominant period: A retrospective cohort study

Tuning Materials-Binding Peptide Sequences toward Gold- and Silver-Binding Selectivity with Bayesian Optimization

A Knowledge-Gradient Policy for Sequential Information Collection

Thinking Inside the Box: A Tutorial on Grey-Box Bayesian Optimization

Probabilistic Bisection Converges Almost as Quickly as Stochastic Approximation

Discovering de novo peptide substrates for enzymes using machine learning

Bayesian Optimization via Simulation with Pairwise Sampling and Correlated Prior Beliefs

Sequential Sampling with Economics of Selection Procedures

The Knowledge Gradient Algorithm for a General Class of Online Learning Problems

Sequential Bayes-Optimal Policies for Multiple Comparisons with a Known Standard

Efficient search of compositional space for hybrid organic–inorganic perovskites via Bayesian optimization

The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery

Twenty Questions with Noise: Bayes Optimal Policies for Entropy Loss

Distance Dependent Infinite Latent Feature Models

Bayesian Group Testing Under Sum Observations: A Parallelizable Two-Approximation for Entropy Loss

Routine Surveillance and Vaccination on a University Campus During the Spread of the SARS-CoV-2 Omicron Variant

CONSISTENCY OF SEQUENTIAL BAYESIAN SAMPLING POLICIES

Coupled bisection for root ordering

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