Fast estimation for robust supervised classification with mixture models.
Erwan Giry-FouquetMathieu FauvelClément MalletPublished in: Pattern Recognit. Lett. (2021)
Keyphrases
- supervised classification
- mixture model
- unsupervised learning
- density estimation
- em algorithm
- gaussian mixture model
- expectation maximization
- supervised learning
- maximum likelihood
- unsupervised clustering
- probabilistic model
- generative model
- supervised classifiers
- model selection
- mixture modeling
- maximum likelihood estimation
- parameter estimation
- automatic model selection
- probability density function
- language model
- semi supervised
- data sets
- gaussian mixture
- cluster analysis
- pattern recognition
- machine learning
- finite mixture models