Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization

Tran-The, H; Gupta, S; Rana, S; Venkatesh, S

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Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization

conference contribution

posted on 2023-07-18, 05:13 authored by H Tran-The, S Gupta, S Rana, S Venkatesh

Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization

History

Volume

151

Pagination

8715-8737

Location

ELECTR NETWORK

Start date

2022-03-28

End date

2022-03-30

ISSN

2640-3498

eISSN

2640-3498

Language

English

Author URL

https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000841852303008&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=a045e4b2bb1f2b747c68c720ec8913b7

Editor/Contributor(s)

Camps-Valls G, Ruiz FJR, Valera I

Title of proceedings

Proceedings of Machine Learning Research

Event

International Conference on Artificial Intelligence and Statistics

Publisher

JMLR-JOURNAL MACHINE LEARNING RESEARCH

Series

Proceedings of Machine Learning Research

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Keywords

Science & Technology Technology Physical Sciences Computer Science, Artificial Intelligence Statistics & Probability Computer Science Mathematics BAYESIAN OPTIMIZATION

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Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization

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