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2 articles related to "Hyperparameter Estimation"

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Articles

Original Research

Published on 13 Aug 2020

Exploratory-Phase-Free Estimation of GP Hyperparameters in Sequential Design Methods—At the Example of Bayesian Inverse Problems

in AI in Food, Agriculture and Water

Michael Sinsbeck
Marvin Höge
Wolfgang Nowak

Frontiers in Artificial Intelligence

doi 10.3389/frai.2020.00052

3,770 views
2 citations

Original Research

Published on 30 Aug 2017

Automatic Kernel Selection for Gaussian Processes Regression with Approximate Bayesian Computation and Sequential Monte Carlo

in Structural Sensing, Control and Asset Management

Anis Ben Abdessalem
Nikolaos Dervilis
David J. Wagg
Keith Worden

Frontiers in Built Environment

doi 10.3389/fbuil.2017.00052

18,430 views
61 citations