On convergence of the EM algorithmand the Gibbs sampler.
Sujit K. SahuGareth O. RobertsPublished in: Stat. Comput. (1999)
Keyphrases
- gibbs sampler
- gibbs sampling
- expectation maximization
- bayesian inference
- random fields
- markov chain
- em algorithm
- posterior distribution
- parameter estimation
- markov chain monte carlo
- topic models
- probabilistic model
- approximate inference
- mixture model
- generative model
- exact inference
- monte carlo
- hyperparameters
- latent variables
- particle filter
- maximum likelihood