Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models.
Kenji NagataSumio WatanabePublished in: ICONIP (1) (2008)
Keyphrases
- bayesian learning
- mixture model
- monte carlo method
- model selection
- gaussian mixture model
- posterior distribution
- markov chain
- em algorithm
- generative model
- probabilistic model
- density estimation
- expectation maximization
- maximum likelihood
- cross validation
- monte carlo
- probability density function
- unsupervised learning
- pairwise
- sample size
- parameter estimation
- state space