A Simple Parallel EM Algorithm for Statistical Learning via Mixture Models.
Sharon X. LeeKaleb L. LeemaqzGeoffrey J. McLachlanPublished in: DICTA (2016)
Keyphrases
- mixture model
- em algorithm
- statistical learning
- model selection
- expectation maximization
- gaussian mixture model
- maximum likelihood
- generative model
- mixture modeling
- probabilistic model
- density estimation
- unsupervised learning
- maximum likelihood estimation
- information theory
- finite mixtures
- probability density function
- semi supervised learning
- finite mixture model
- supervised learning
- finite mixture models
- mixture components
- gaussian mixture
- likelihood function
- cross validation
- machine learning
- text mining
- model based clustering
- active learning
- reinforcement learning
- decision trees