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Efficient bayesian optimization for uncertainty reduction over perceived optima locations

conference contribution
posted on 2019-11-01, 00:00 authored by V Nguyen, Sunil GuptaSunil Gupta, Santu RanaSantu Rana, M Thai, C Li, Svetha VenkateshSvetha Venkatesh
Efficient bayesian optimization for uncertainty reduction over perceived optima locations

History

Event

Data Mining. IEEE Conference (2019 : 19th : Beijing, China)

Volume

2019-November

Pagination

1270 - 1275

Publisher

IEEE

Location

Beijing, China

Place of publication

Piscataway, N.J.

Publisher DOI

Start date

2019-11-08

End date

2019-11-11

ISSN

1550-4786

ISBN-13

9781728146034

Language

eng

Author URL

Publication classification

E1 Full written paper - refereed

Editor/Contributor(s)

J Wang, K Shim, X Wu

Title of proceedings

ICDM 2019 : Proceedings of the 19th IEEE International Conference on Data Mining

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    Keywords

    Bayesian optimizationComputer ScienceComputer Science, Artificial IntelligenceComputer Science, Information Systemsexperimental designhyper-parameter tuningScience & TechnologyTechnologyuncertainty reductionPattern Recognition and Data Mining

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    All Rights Reserved

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