The marginal likelihood of dynamic mixture models.
Gabriele FiorentiniChristophe PlanasAlessandro RossiPublished in: Comput. Stat. Data Anal. (2012)
Keyphrases
- mixture model
- marginal likelihood
- model selection
- exponential family
- gaussian mixture model
- em algorithm
- bayesian information criterion
- generative model
- density estimation
- probabilistic model
- unsupervised learning
- maximum likelihood
- language model
- probability density function
- sample size
- hyperparameters
- information criterion
- closed form
- cross validation
- gaussian process
- log likelihood
- object recognition
- parameter estimation
- knn
- prior knowledge