Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search

Luigi Acerbi; Wei Ji Ma

Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017)
Editors	Guyon, UV Luxburg, S Bengio, H Wallach, R Fergus, S Vishwanathan, R Garnett
Number of pages	11
Publisher	NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)
Publication date	2017
Pages	1834-1844
Publication status	Published - 2017
Externally published	Yes
MoE publication type	A4 Article in conference proceedings
Event	31st Annual Conference on Neural Information Processing Systems (NIPS) - Long Beach, Canada Duration: 4 Dec 2017 → 9 Dec 2017

Publication series

Name	Advances in Neural Information Processing Systems
Publisher	NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)
Volume	30
ISSN (Print)	1049-5258

Fields of Science

GLOBAL OPTIMIZATION
NONLINEAR OPTIMIZATION
MEMORY
ALGORITHMS
113 Computer and information sciences

Cite this

Acerbi, L., & Ma, W. J. (2017). Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search. In Guyon, UV. Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, & R. Garnett (Eds.), ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017) (pp. 1834-1844). (Advances in Neural Information Processing Systems; Vol. 30). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS).

Acerbi, Luigi ; Ma, Wei Ji. / Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017). editor / Guyon ; UV Luxburg ; S Bengio ; H Wallach ; R Fergus ; S Vishwanathan ; R Garnett. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2017. pp. 1834-1844 (Advances in Neural Information Processing Systems).

@inproceedings{91a55d4d9e804a35a65d07801e3ab878,

title = "Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search",

keywords = "GLOBAL OPTIMIZATION, NONLINEAR OPTIMIZATION, MEMORY, ALGORITHMS, 113 Computer and information sciences",

author = "Luigi Acerbi and Ma, {Wei Ji}",

year = "2017",

language = "English",

series = "Advances in Neural Information Processing Systems",

publisher = "NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)",

pages = "1834--1844",

editor = "Guyon and UV Luxburg and S Bengio and H Wallach and R Fergus and S Vishwanathan and R Garnett",

booktitle = "ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017)",

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note = "31st Annual Conference on Neural Information Processing Systems (NIPS) ; Conference date: 04-12-2017 Through 09-12-2017",

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Acerbi, L & Ma, WJ 2017, Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search. in Guyon, UV Luxburg, S Bengio, H Wallach, R Fergus, S Vishwanathan & R Garnett (eds), ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017). Advances in Neural Information Processing Systems, vol. 30, NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), pp. 1834-1844, 31st Annual Conference on Neural Information Processing Systems (NIPS), Long Beach, Canada, 04/12/2017.

Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search. / Acerbi, Luigi; Ma, Wei Ji.
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017). ed. / Guyon; UV Luxburg; S Bengio; H Wallach; R Fergus; S Vishwanathan; R Garnett. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2017. p. 1834-1844 (Advances in Neural Information Processing Systems; Vol. 30).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search

AU - Acerbi, Luigi

AU - Ma, Wei Ji

PY - 2017

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KW - NONLINEAR OPTIMIZATION

KW - MEMORY

KW - ALGORITHMS

KW - 113 Computer and information sciences

M3 - Conference contribution

T3 - Advances in Neural Information Processing Systems

SP - 1834

EP - 1844

BT - ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017)

A2 - Guyon, null

A2 - Luxburg, UV

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A2 - Fergus, R

A2 - Vishwanathan, S

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PB - NEURAL INFORMATION PROCESSING SYSTEMS (NIPS)

T2 - 31st Annual Conference on Neural Information Processing Systems (NIPS)

Y2 - 4 December 2017 through 9 December 2017

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Acerbi L, Ma WJ. Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search. In Guyon, Luxburg UV, Bengio S, Wallach H, Fergus R, Vishwanathan S, Garnett R, editors, ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2017. p. 1834-1844. (Advances in Neural Information Processing Systems).