Concepedia

Peter I. Frazier

PI

Statistics

Publications

63

Citations

4.5K

H-Index

36

Active since

2007

Affiliations

Cornell University(Current)

Princeton University

Peter I. Frazier is an author at Cornell University specializing in optimization, bayesian optimization, and computer science.

Publications per year

2007–2024

63

Publications

63

A Knowledge-Gradient Policy for Sequential Information Collection

Peter I. Frazier, Warren B. Powell, Savaş Dayanik · SIAM Journal on Control and Optimization · 2008 · 473 citations

Business, Computer Science, Decision Sciences +12

The Knowledge-Gradient Policy for Correlated Normal Beliefs

Peter I. Frazier, Warren B. Powell, Savaş Dayanik · INFORMS journal on computing · 2009 · 435 citations

Computing, Decision Sciences, Bayesian Data Analysis +13

A Tutorial on Bayesian Optimization

Peter I. Frazier · arXiv (Cornell University) · 2018 · 376 citations · Full text

Computing, Mathematics, Machine Learning +16

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

Warren R. Scott, Peter I. Frazier, Warren B. Powell · SIAM Journal on Optimization · 2011 · 215 citations

Natural Sciences, Computer Science, Mathematics +15

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

Scott Clark, Rob Egan, Peter I. Frazier et al. · Bioinformatics · 2013 · 207 citations · Full text

Life Sciences, Biology, Microbiology +15

1–5 of 63