Scalable Training of Mixture Models via Coresets.
Dan FeldmanMatthew FaulknerAndreas KrausePublished in: NIPS (2011)
Keyphrases
- mixture model
- gaussian mixture model
- em algorithm
- probabilistic model
- unsupervised learning
- model selection
- expectation maximization
- generative model
- density estimation
- maximum likelihood
- mixture modeling
- supervised learning
- language model
- training set
- gaussian mixture
- finite mixture models
- automatic model selection
- class labels
- finite mixtures
- neural network
- mixture of gaussians
- log linear models
- training examples
- reinforcement learning
- dirichlet prior