Bayesian optimization in weakly specified search space

Nguyen, Vu, Gupta, Sunil, Rana, Santu, Li, Cheng and Venkatesh, Svetha 2017, Bayesian optimization in weakly specified search space, in ICDM 2017 : Proceedings of the IEEE International Conference on Data Mining, IEEE, Piscataway, N.J., pp. 347-356, doi: 10.1109/ICDM.2017.44.

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Title Bayesian optimization in weakly specified search space
Author(s) Nguyen, Vu
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, Cheng
Venkatesh, SvethaORCID iD for Venkatesh, Svetha orcid.org/0000-0001-8675-6631
Conference name IEEE Data Mining. International Conference (17th : 2017 : New Orleans, La.)
Conference location New Orleans, La.
Conference dates 2017/11/18 - 2017/11/21
Title of proceedings ICDM 2017 : Proceedings of the IEEE International Conference on Data Mining
Editor(s) Raghavan, Vijay
Publication date 2017
Start page 347
End page 356
Total pages 10
Publisher IEEE
Place of publication Piscataway, N.J.
Keyword(s) Science & Technology
Technology
Computer Science, Artificial Intelligence
Computer Science, Information Systems
Computer Science
Bayesian optimization
weakly specified space
hyper-parameter tuning
experimental design
GLOBAL OPTIMIZATION
ISBN 9781538638347
ISSN 1550-4786
Language eng
DOI 10.1109/ICDM.2017.44
HERDC Research category E1 Full written paper - refereed
ERA Research output type E Conference publication
Copyright notice ©2017 IEEE
Persistent URL http://hdl.handle.net/10536/DRO/DU:30108622

Document type: Conference Paper
Collection: Centre for Pattern Recognition and Data Analytics
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