Markov chain Monte Carlo with the Integrated Nested Laplace Approximation.
Virgilio Gómez-RubioHåvard RuePublished in: Stat. Comput. (2018)
Keyphrases
- markov chain monte carlo
- expectation propagation
- exact computation
- approximate inference
- bayesian inference
- markov chain
- posterior distribution
- generative model
- gaussian process
- parameter estimation
- markov chain monte carlo sampling
- monte carlo
- graphical models
- posterior probability
- variational bayes
- closed form
- belief propagation
- latent variables
- particle filtering
- particle filter
- bayesian framework
- image segmentation
- model selection
- higher order
- probabilistic model
- video sequences