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  • Search: subject:"Multiple-output Gaussian processes"
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Year of publication
Subject
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Bayesian Optimization 1 Dependence 1 Expectation propagation 1 Gaussian processes 1 Multiple output Gaussian processes 1 Multiple-output Gaussian processes 1 Nyquist limit 1 Oscillating systems 1
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Online availability
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Free 1 Undetermined 1
Type of publication
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Article 2
Type of publication (narrower categories)
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Article 1
Language
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English 1 Undetermined 1
Author
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Kirk, Paul 1 Lee, Robert M. 1 Misener, Ruth 1 Shafei, Behrang 1 Stumpf, Michael P.H. 1 Thorne, Thomas 1 Walz, David 1 Zhang, Shiqiang 1 Žurauskienė, Justina 1
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Published in...
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Optimization Letters 1 Physica A: Statistical Mechanics and its Applications 1
Source
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EconStor 1 RePEc 1
Showing 1 - 2 of 2
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Dependence in constrained Bayesian optimization
Zhang, Shiqiang; Lee, Robert M.; Shafei, Behrang; Walz, … - In: Optimization Letters 18 (2023) 6, pp. 1457-1473
multiple output Gaussian processes (MOGPs) as surrogate models and using expectation propagation to approximate the …
Persistent link: https://www.econbiz.de/10015404680
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Bayesian non-parametric approaches to reconstructing oscillatory systems and the Nyquist limit
Žurauskienė, Justina; Kirk, Paul; Thorne, Thomas; … - In: Physica A: Statistical Mechanics and its Applications 407 (2014) C, pp. 33-42
lies below the Nyquist rate. We show that it is possible to use multiple-output Gaussian processes to capture dependences …
Persistent link: https://www.econbiz.de/10011057434
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