On the Behavior of the Expectation-Maximization Algorithm for Mixture Models.
Babak BarazandehMeisam RazaviyaynPublished in: GlobalSIP (2018)
Keyphrases
- mixture model
- gaussian mixture model
- density estimation
- em algorithm
- model selection
- generative model
- probabilistic model
- expectation maximization
- mixture modeling
- unsupervised learning
- automatic model selection
- finite mixtures
- maximum likelihood
- language model
- model based clustering
- exponential family
- log linear models
- mixture components
- probability density function