On numerical evaluation of maximum-likelihood estimates for finite mixtures of distributions.
Jirí GrimPublished in: Kybernetika (1982)
Keyphrases
- finite mixtures
- maximum likelihood estimates
- em algorithm
- expectation maximization
- mixture model
- minimum message length
- maximum likelihood
- gaussian mixture model
- parameter estimation
- likelihood function
- closed form
- higher order
- machine learning
- probability density function
- linear models
- generative model
- mixture components
- computer vision
- learning algorithm