Unsupervised learning of finite mixture models using mean field games.
Sérgio Daniel PequitoA. Pedro AguiarBruno SinopoliDiogo A. GomesPublished in: Allerton (2011)
Keyphrases
- unsupervised learning
- finite mixture models
- expectation maximization
- em algorithm
- supervised learning
- semi supervised
- markov random field
- machine learning
- dimensionality reduction
- mixture model
- bayesian inference
- object recognition
- parameter estimation
- posterior distribution
- active learning
- prior knowledge
- data sets
- text classification
- maximum likelihood
- similarity measure
- decision trees