Incorporating expert prior in Bayesian optimisation via space warping

Ramachandran, Anil, Gupta, Sunil, Rana, Santu, Li, Cheng and Venkatesh, Svetha 2020, Incorporating expert prior in Bayesian optimisation via space warping, Knowledge-based systems, vol. 195, pp. 1-11, doi: 10.1016/j.knosys.2020.105663.

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Title Incorporating expert prior in Bayesian optimisation via space warping
Author(s) Ramachandran, AnilORCID iD for Ramachandran, Anil orcid.org/0000-0002-9067-4513
Gupta, SunilORCID iD for Gupta, Sunil orcid.org/0000-0002-3308-1930
Rana, SantuORCID iD for Rana, Santu orcid.org/0000-0003-2247-850X
Li, ChengORCID iD for Li, Cheng orcid.org/0000-0001-8140-2826
Venkatesh, SvethaORCID iD for Venkatesh, Svetha orcid.org/0000-0001-8675-6631
Journal name Knowledge-based systems
Volume number 195
Article ID 105663
Start page 1
End page 11
Total pages 11
Publisher Elsevier
Place of publication Amsterdam, The Netherlands
Publication date 2020-05
ISSN 0950-7051
Keyword(s) Bayesian optimisation
Gaussian process
Black-box function
Probability integrity transform
Space warping
Notes Article in Press
Language eng
DOI 10.1016/j.knosys.2020.105663
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:30135608

Document type: Journal Article
Collection: A2I2 (Applied Artificial Intelligence Institute)
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