Exploiting strategy-space diversity for batch Bayesian optimization

Gupta, Sunil, Shilton, Alistair, Rana, Santu and Venkatesh, Svetha 2018, Exploiting strategy-space diversity for batch Bayesian optimization, in AISTATS 2018 : Proceedings of the International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research, Cambridge, Mass., pp. 538-547.

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Title Exploiting strategy-space diversity for batch Bayesian optimization
Author(s) Gupta, SunilORCID iD for Gupta, Sunil orcid.org/0000-0002-3308-1930
Shilton, AlistairORCID iD for Shilton, Alistair orcid.org/0000-0002-0849-3271
Rana, SantuORCID iD for Rana, Santu orcid.org/0000-0003-2247-850X
Venkatesh, SvethaORCID iD for Venkatesh, Svetha orcid.org/0000-0001-8675-6631
Conference name Machine Learning Research. Conference (21st : 2018 : Playa Blanca, Lanzarote, Canary Islands)
Conference location Playa Blanca, Lanzarote, Canary Islands
Conference dates 2018/04/09 - 2018/04/11
Title of proceedings AISTATS 2018 : Proceedings of the International Conference on Artificial Intelligence and Statistics
Editor(s) Storkey, Amos
Perez-Cruz, Fernando
Publication date 2018
Series Machine Learning Research Conference
Start page 538
End page 547
Total pages 10
Publisher Proceedings of Machine Learning Research
Place of publication Cambridge, Mass.
Keyword(s) Bayesian optimisation
Al-Sc alloy
Strategy-Space Diversity
Language eng
Field of Research 170203 Knowledge Representation and Machine Learning
080109 Pattern Recognition and Data Mining
HERDC Research category E1 Full written paper - refereed
Grant ID ARC Australian Laureate Fellow (FL170100006)
Copyright notice ©2018, the author(s)
Persistent URL http://hdl.handle.net/10536/DRO/DU:30109714

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