Complexity control in a mixture model by the Hardy-Weinberg equilibrium.
Ella BinghamHeikki MannilaPublished in: Comput. Stat. Data Anal. (2009)
Keyphrases
- mixture model
- gaussian mixture model
- em algorithm
- probabilistic model
- density estimation
- generative model
- expectation maximization
- model selection
- unsupervised learning
- maximum likelihood
- probability density function
- language model
- gaussian mixture
- mixture modeling
- finite mixture model
- learning algorithm
- dirichlet processes
- closed form
- prior knowledge
- high dimensional
- feature extraction