Art
J-GLOBAL ID：202002257768814905   Reference number：20A0858266

Closed-loop Model Selection for Kernel-based Models using Bayesian Optimization

Bayes最適化を用いたカーネルベースモデルの閉ループモデル選択【JST・京大機械翻訳】
Author (4)：
Beckers Thomas

About Beckers Thomas

(Technical University of Munich,Chair of Information-oriented Control (ITR), Department of Electrical and Computer Engineering,Munich,Germany,80333)

About Technical University of Munich,Chair of Information-oriented Control (ITR), Department of Electrical and Computer Engineering,Munich,Germany,80333

, 
Bansal Somil

About Bansal Somil

(UC,Department of Electrical Engineering and Computer Sciences,Berkeley,USA)

About UC,Department of Electrical Engineering and Computer Sciences,Berkeley,USA

, 
Tomlin Claire J.

About Tomlin Claire J.

(UC,Department of Electrical Engineering and Computer Sciences,Berkeley,USA)

About UC,Department of Electrical Engineering and Computer Sciences,Berkeley,USA

, 
Hirche Sandra

About Hirche Sandra

(Technical University of Munich,Chair of Information-oriented Control (ITR), Department of Electrical and Computer Engineering,Munich,Germany,80333)

About Technical University of Munich,Chair of Information-oriented Control (ITR), Department of Electrical and Computer Engineering,Munich,Germany,80333


Material：
IEEE Conference Proceedings  (IEEE Conf Proc)

About IEEE Conference Proceedings


Volume： 2019  Issue： CDC  Page： 828-834  Publication year： 2019 
JST Material Number： W2441A  Document type： Proceedings
Article type： 原著論文  Country of issue： United States (USA)  Language： ENGLISH (EN)
Abstract/Point：
Abstract/Point
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Kernel-based nonparametric mod...
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Thesaurus term：
Thesaurus term/Semi thesaurus term
Keywords indexed to the article.
All keywords is available on JDreamIII(charged).
On J-GLOBAL, this item will be available after more than half a year after the record posted. In addtion, medical articles require to login to MyJ-GLOBAL.
learning model

About learning model

, 
nonlinear system

About nonlinear system

, 
prediction error

About prediction error

, 
robot arm

About robot arm

, 
*optimization

About optimization

, 
parametric model

About parametric model

, 
model selection

About model selection

, 
*modification

About modification


Semi thesaurus term：
Thesaurus term/Semi thesaurus term
Keywords indexed to the article.
All keywords is available on JDreamIII(charged).
On J-GLOBAL, this item will be available after more than half a year after the record posted. In addtion, medical articles require to login to MyJ-GLOBAL.
ハイパーパラメータ

About ハイパーパラメータ

, 
モデルベース

About モデルベース

, 【Automatic Indexing@JST】
JST classification (1)：
JST classification
Category name(code) classified by JST.
Graphic and image processing in general 
(JE04010I)

About Graphic and image processing in general

Terms in the title (2)：
Terms in the title
Keywords automatically extracted from the title.
Bayes最適化

About Bayes最適化

, 
モデル選択

About モデル選択


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