Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations
Year of publication
2018
Authors
Siivola, Eero; Vehtari, Aki; Vanhatalo, Jarno; Gonzalez , Javier; Andersen, Michael
Organizations and authors
University of Helsinki
Vanhatalo Jarno
Publication type
Publication format
Article
Parent publication type
Conference
Article type
Other article
Audience
ScientificPeer-reviewed
Peer-ReviewedMINEDU's publication type classification code
A4 Article in conference proceedingsPublication channel information
Parent publication name
2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP)
Publisher
Volume
28
ISSN
ISBN
Publication forum
Publication forum level
1
Open access
Open access in the publisher’s service
No
Self-archived
Yes
Other information
Fields of science
Statistics and probability; Computer and information sciences
Keywords
[object Object],[object Object],[object Object]
Publication country
United States
Internationality of the publisher
International
Language
English
International co-publication
Yes
Co-publication with a company
Yes
DOI
10.1109/MLSP.2018.8516936
The publication is included in the Ministry of Education and Culture’s Publication data collection
Yes