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We study the use of Gaussian process emulators to approximate the parameter-to-observation map or the negative log-likelihood in Bayesian inverse problems.
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Submitted to SIAM Journal on Uncertainty Quantification
M. Sinsbeck and W. Nowak · 2016
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