Parallelized integrated nested Laplace approximations for fast Bayesian inference.
Lisa Gaedke-MerzhäuserJanet van NiekerkOlaf SchenkHåvard RuePublished in: Stat. Comput. (2023)
Keyphrases
- bayesian inference
- expectation propagation
- probabilistic model
- prior information
- gaussian process
- hyperparameters
- variational inference
- variational bayes
- statistical inference
- probabilistic modeling
- particle filter
- gibbs sampler
- data sets
- approximate inference
- bayesian model
- markov chain monte carlo
- hidden variables
- regression model
- hierarchical bayesian
- variational approximation
- generative model