Parallelized integrated nested Laplace approximations for fast Bayesian inference.
Lisa Gaedke-MerzhäuserJanet van NiekerkOlaf SchenkHåvard RuePublished in: CoRR (2022)
Keyphrases
- bayesian inference
- expectation propagation
- probabilistic model
- hyperparameters
- prior information
- variational inference
- bayesian model
- statistical inference
- variational bayes
- gaussian process
- approximate inference
- variational approximation
- weighted model counting
- gibbs sampler
- particle filter
- bayesian methods
- markov chain monte carlo
- hidden variables
- density estimation
- probabilistic modeling
- reinforcement learning
- image segmentation
- prior distribution
- free energy
- belief propagation
- mixture model
- bayesian models
- graphical models
- hierarchical bayesian
- probability distribution