Taking the Human Out of the Loop: A Review of Bayesian Optimization

Shahriari, Bobak; Swersky, Kevin; Wang, Ziyu; Adams, Ryan P.; de Freitas, Nando

doi:10.1109/JPROC.2015.2494218

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Taking the Human Out of the Loop: A Review of Bayesian Optimization

Author(s): Bobak Shahriari , Kevin Swersky , Ziyu Wang , Ryan P. Adams , Nando de Freitas

Publication date (Print): January 2016

Journal: Proceedings of the IEEE

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

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Title: Proceedings of the IEEE

Abbreviated Title: Proc. IEEE

Publisher: Institute of Electrical and Electronics Engineers (IEEE)

ISSN (Print): 0018-9219

ISSN (Electronic): 1558-2256

Publication date Created: January 2016

Publication date (Print): January 2016

Volume: 104

Issue: 1

Pages: 148-175

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DOI: 10.1109/JPROC.2015.2494218

SO-VID: 4cf131f1-b7a3-483f-9ff3-a48a0a69cd39

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Taking the Human Out of the Loop: A Review of Bayesian Optimization

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