Efficient MCMC Schemes for Computationally Expensive Posterior Distributions.
Mark FieldingDavid J. NottShie-Yui LiongPublished in: Technometrics (2011)
Keyphrases
- computationally expensive
- posterior distribution
- markov chain monte carlo
- probability distribution
- bayesian learning
- computationally efficient
- latent variables
- parameter estimation
- bayesian framework
- hyperparameters
- markov chain
- metropolis hastings
- maximum a posteriori
- image segmentation
- gaussian distribution
- prior information
- posterior probability
- dynamic systems
- cross validation
- text mining
- dirichlet process