Maximum likelihood inference for the multivariate t mixture model.
Wan-Lun WangTsung-I LinPublished in: J. Multivar. Anal. (2016)
Keyphrases
- mixture model
- maximum likelihood
- finite mixture models
- em algorithm
- finite mixtures
- expectation maximization
- gaussian mixture model
- dirichlet process
- variational inference
- mixture modeling
- parameter estimation
- density estimation
- bayesian nonparametric
- likelihood function
- generative model
- maximum a posteriori
- variational bayes
- probability density function
- maximum likelihood estimation
- bayesian inference
- gaussian mixture
- model based clustering
- computer vision
- mixture components
- multivariate data
- posterior distribution
- gaussian distribution
- language model
- bayesian model
- markov chain monte carlo
- hyperparameters
- regression model
- finite mixture model
- unsupervised learning
- bayesian networks
- machine learning