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Covariance-Based Rational Approximations of Fractional SPDEs for Computationally Efficient Bayesian Inference.
David Bolin
Alexandre B. Simas
Zhen Xiong
Published in:
J. Comput. Graph. Stat. (2024)
Keyphrases
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bayesian inference
computationally efficient
expectation propagation
probabilistic model
hyperparameters
variational bayes
prior information
variational inference
variational approximation
statistical inference
bayesian model
probabilistic modeling
covariance matrix
hierarchical bayesian
gibbs sampler
markov chain monte carlo
hidden variables
weighted model counting
bayesian models
prior distribution
markov networks
least squares