Fast hyperparameter tuning using Bayesian optimization with directional derivatives

journal contribution

posted on 2024-06-03, 17:19 authored by TT Joy, Santu RanaSantu Rana, Sunil GuptaSunil Gupta, Svetha VenkateshSvetha Venkatesh

Fast hyperparameter tuning using Bayesian optimization with directional derivatives

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DOI - Is version of https://doi.org/10.1016/j.knosys.2020.106247

Location

Amsterdam, The Netherlands

Open access

Yes

Language

English

Publication classification

C1 Refereed article in a scholarly journal

Journal

Knowledge-Based Systems

Volume

205

Article number

ARTN 106247

Pagination

1 - 8

ISSN

0950-7051

eISSN

1872-7409

Publisher

ELSEVIER

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Keywords

Science & Technology Technology Computer Science, Artificial Intelligence Computer Science Bayesian optimization Gaussian process Hyperparameter tuning 4602 Artificial intelligence 4611 Machine learning ARC FL170100006

Licence

All Rights Reserved

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