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October 01, 2019 conference-paper

Asymptotics of Maximum Likelihood Parameter Estimates For Gaussian Processes: The Ornstein–Uhlenbeck Prior

IEEE International Workshop on Machine Learning for Signal Processing (MLSP)

DOI: 10.1109/mlsp.2019.8918767 OpenAlex

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Can We Trust Bayesian Uncertainty Quantification from Gaussian Process Priors with Squared Exponential Covariance Kernel?
2021 SIAM/ASA Journal on Uncertainty Quantification article Computer Science Gaussian Processes and Bayesian Inference Open access

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