Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations

Eero Siivola, Aki Vehtari, Jarno Vanhatalo, Javier González

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference contribution › Scientific

Alkuperäiskieli	Englanti
Otsikko	NIPS Workshop on Bayesian Optimization
Alaotsikko	BayesOpt 2017
Tila	Julkaistu - 2017
OKM-julkaisutyyppi	B3 Ei-soviteltu artikkeli konferenssin julkaisusarjassa
Tapahtuma	NIPS Workshop on Bayesian Optimization - Long Beach, Yhdysvallat Kesto: 9 jouluk. 2017 → 9 jouluk. 2017 https://bayesopt.github.io/

Workshop	NIPS Workshop on Bayesian Optimization
Lyhennettä	BayesOpt
Maa/Alue	Yhdysvallat
Kaupunki	Long Beach
Ajanjakso	09/12/2017 → 09/12/2017
www-osoite	https://bayesopt.github.io/

Pääsy asiakirjaan

@inproceedings{7f40c590ae074b99a2acdd34ea2a5f89,

title = "Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations",

author = "Eero Siivola and Aki Vehtari and Jarno Vanhatalo and Javier Gonz{\'a}lez",

year = "2017",

language = "English",

booktitle = "NIPS Workshop on Bayesian Optimization",

note = "NIPS Workshop on Bayesian Optimization, BayesOpt ; Conference date: 09-12-2017 Through 09-12-2017",

url = "https://bayesopt.github.io/",

}

Siivola, E, Vehtari, A, Vanhatalo, J & González, J 2017, Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations. julkaisussa NIPS Workshop on Bayesian Optimization : BayesOpt 2017. NIPS Workshop on Bayesian Optimization, Long Beach, California, Yhdysvallat, 09/12/2017. <https://bayesopt.github.io/accepted.html>

TY - GEN

T1 - Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations

AU - Siivola, Eero

AU - Vehtari, Aki

AU - Vanhatalo, Jarno

AU - González, Javier

PY - 2017

Y1 - 2017

M3 - Conference contribution

BT - NIPS Workshop on Bayesian Optimization

T2 - NIPS Workshop on Bayesian Optimization

Y2 - 9 December 2017 through 9 December 2017

ER -