Split-Merge Incremental LEarning (SMILE) of Mixture Models.
Konstantinos BlekasIsaac E. LagarisPublished in: ICANN (2) (2007)
Keyphrases
- incremental learning
- mixture model
- gaussian mixture model
- generative model
- em algorithm
- density estimation
- unsupervised learning
- incremental learning algorithm
- expectation maximization
- supervised learning
- probabilistic model
- fuzzy artmap
- maximum likelihood
- model selection
- semi supervised
- language model
- finite mixtures
- probability density function
- learning process
- batch learning
- mixture modeling
- prior knowledge
- gaussian mixture
- training data
- face recognition