On the use of Markov chain Monte Carlo methods for the sampling of mixture models: a statistical perspective.
Randal DoucFlorian MaireJimmy OlssonPublished in: Stat. Comput. (2015)
Keyphrases
- mixture model
- gaussian mixture model
- generative model
- em algorithm
- markov chain monte carlo methods
- density estimation
- probabilistic model
- maximum likelihood
- model selection
- unsupervised learning
- expectation maximization
- language model
- random sampling
- mixture modeling
- probability density function
- markov chain monte carlo
- sample size
- automatic model selection