Peter I Frazier

Peter I Frazier

Cornell University

H-index: 40

North America-United States

About Peter I Frazier

Peter I Frazier, With an exceptional h-index of 40 and a recent h-index of 35 (since 2020), a distinguished researcher at Cornell University, specializes in the field of Bayesian optimization, black-box optimization, operations research, machine learning, sharing economy.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-Armed Bandits with Interference

Insight into a two‐part plant breeding scheme through Bayesian optimization of budget allocations

Dynamic Pricing Provides Robust Equilibria in Stochastic Ride-Sharing Networks

Smooth non-stationary bandits

Context, composition, automation and communication: towards sustainable simulation studies

Provably-Convergent Bayesian Source Seeking with Mobile Agents in Multimodal Fields

qeubo: A decision-theoretic acquisition function for preferential bayesian optimization

Bayesian Optimization of Function Networks with Partial Evaluations

Peter I Frazier Information

University

Position

Associate Professor of Operations Research and Information Engineering

Citations(all)

8768

Citations(since 2020)

6294

Cited By

4546

hIndex(all)

40

hIndex(since 2020)

35

i10Index(all)

80

i10Index(since 2020)

67

Email

University Profile Page

Cornell University

Google Scholar

View Google Scholar Profile

Peter I Frazier Skills & Research Interests

Bayesian optimization

black-box optimization

operations research

machine learning

sharing economy

Top articles of Peter I Frazier

Title

Journal

Author(s)

Publication Date

Multi-Armed Bandits with Interference

arXiv preprint arXiv:2402.01845

Su Jia

Peter Frazier

Nathan Kallus

2024/2/2

Insight into a two‐part plant breeding scheme through Bayesian optimization of budget allocations

Crop Science

Jean‐Luc Jannink

Raul Astudillo

Peter Frazier

2023/1/1

Dynamic Pricing Provides Robust Equilibria in Stochastic Ride-Sharing Networks

Mathematics of Operations Research

J Massey Cashore

Peter I Frazier

Eva Tardos

2023/9/26

Smooth non-stationary bandits

Su Jia

Qian Xie

Nathan Kallus

Peter I Frazier

2023/7/3

Context, composition, automation and communication: towards sustainable simulation studies

Daghstuhl Reports

Adelinde M Uhrmacher

Peter Frazier

Reiner Hähnle

Franziska Klügl

Fabian Lorig

...

2023/5

Provably-Convergent Bayesian Source Seeking with Mobile Agents in Multimodal Fields

Vivek Mishra

Raul Astudillo

Peter I Frazier

Fumin Zhang

2023/12/22

qeubo: A decision-theoretic acquisition function for preferential bayesian optimization

Raul Astudillo

Zhiyuan Jerry Lin

Eytan Bakshy

Peter Frazier

2023/4/11

Bayesian Optimization of Function Networks with Partial Evaluations

arXiv preprint arXiv:2311.02146

Poompol Buathong

Jiayue Wan

Samuel Daulton

Raul Astudillo

Maximilian Balandat

...

2023/11/3

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

PLoS Medicine

Jiayue Wan

Casey L Cazer

Marin E Clarkberg

Shane G Henderson

Scarlett E Lee

...

2023/1/10

Modeling the Risk of In-Person Instruction during the COVID-19 Pandemic

arXiv preprint arXiv:2310.04563

Brian Liu

Yujia Zhang

Shane G Henderson

David B Shmoys

Peter I Frazier

2023/10/6

Routine surveillance and vaccination on a university campus during the spread of the SARS-CoV-2 Omicron variant

JAMA Network Open

Genevive R Meredith

Diego G Diel

Peter I Frazier

Shane G Henderson

Gary A Koretzky

...

2022/5/2

Near-optimality for infinite-horizon restless bandits with many arms

arXiv preprint arXiv:2203.15853

Xiangyu Zhang

Peter I Frazier

2022/3/29

Regret Bounds and Experimental Design for Estimate-then-Optimize

arXiv preprint arXiv:2210.15576

Samuel Tan

Peter I Frazier

2022/10/27

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

Proceedings of the National Academy of Sciences

Peter I Frazier

J Massey Cashore

Ning Duan

Shane G Henderson

Alyf Janmohamed

...

2022/1/11

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

Biotechnology and bioengineering

Zachary Cosenza

Raul Astudillo

Peter I Frazier

Keith Baar

David E Block

2022/9

Bayesian optimization with expensive integrands

SIAM Journal on Optimization

Saul Toscano-Palmerin

Peter I Frazier

2022

Dynamic Pricing with Long-Term Relationships

Available at SSRN 4149982

Xiangyu Zhang

Aly Megahed

Peter Frazier

2022/6/29

Preference exploration for efficient bayesian optimization with multiple outcomes

Zhiyuan Jerry Lin

Raul Astudillo

Peter Frazier

Eytan Bakshy

2022/5/3

Bayesian optimization of function networks

Advances in neural information processing systems

Raul Astudillo

Peter Frazier

2021/12/6

Correlation Improves Group Testing: Capturing the Dilution Effect

arXiv preprint arXiv:2111.07517

Jiayue Wan

Yujia Zhang

Peter I Frazier

2021/11/15

See List of Professors in Peter I Frazier University(Cornell University)

Co-Authors

H-index: 106
David Blei

David Blei

Columbia University in the City of New York

H-index: 79
Warrren B Powell

Warrren B Powell

Princeton University

H-index: 51
Andrew Gordon Wilson

Andrew Gordon Wilson

New York University

H-index: 42
Shane Henderson

Shane Henderson

Cornell University

H-index: 32
Raphael Sznitman

Raphael Sznitman

Universität Bern

H-index: 31
Bruno Jedynak

Bruno Jedynak

Portland State University

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