A computational strategy for doubly smoothed MLE exemplified in the normal mixture model.
Byungtae SeoBruce G. LindsayPublished in: Comput. Stat. Data Anal. (2010)
Keyphrases
- mixture model
- maximum likelihood
- em algorithm
- gaussian mixture model
- generative model
- probabilistic model
- expectation maximization
- density estimation
- mixture modeling
- unsupervised learning
- model selection
- language model
- dirichlet processes
- probabilistic mixture model
- mixture components
- dirichlet process
- likelihood function
- probability density function
- decision trees
- mixture of gaussians
- gaussian mixture
- model based clustering
- image processing
- machine learning