Fast hyperparameter tuning using Bayesian optimization with directional derivatives

Joy, Tinu Theckel, Rana, Santu, Gupta, Sunil and Venkatesh, Svetha 2020, Fast hyperparameter tuning using Bayesian optimization with directional derivatives, Knowledge-Based Systems, vol. 205, pp. 1-8, doi: 10.1016/j.knosys.2020.106247.

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Title Fast hyperparameter tuning using Bayesian optimization with directional derivatives
Author(s) Joy, Tinu Theckel
Rana, SantuORCID iD for Rana, Santu orcid.org/0000-0003-2247-850X
Gupta, SunilORCID iD for Gupta, Sunil orcid.org/0000-0002-3308-1930
Venkatesh, SvethaORCID iD for Venkatesh, Svetha orcid.org/0000-0001-8675-6631
Journal name Knowledge-Based Systems
Volume number 205
Article ID 106247
Start page 1
End page 8
Total pages 8
Publisher Elsevier
Place of publication Amsterdam, The Netherlands
Publication date 2020-10
ISSN 0950-7051
1872-7409
Keyword(s) Science & Technology
Technology
Computer Science, Artificial Intelligence
Computer Science
Bayesian optimization
Gaussian process
Hyperparameter tuning
Language eng
DOI 10.1016/j.knosys.2020.106247
Indigenous content off
Field of Research 08 Information and Computing Sciences
15 Commerce, Management, Tourism and Services
17 Psychology and Cognitive Sciences
HERDC Research category C1 Refereed article in a scholarly journal
Persistent URL http://hdl.handle.net/10536/DRO/DU:30142032

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