Generalization Performance of Exchange Monte Carlo Method for Normal Mixture Models.
Kenji NagataSumio WatanabePublished in: IDEAL (2006)
Keyphrases
- mixture model
- monte carlo method
- markov chain
- learning machines
- monte carlo
- model selection
- gaussian mixture model
- bayesian learning
- em algorithm
- posterior distribution
- generative model
- density estimation
- probabilistic model
- expectation maximization
- maximum likelihood
- genetic algorithm
- unsupervised learning
- parameter estimation
- language model
- maximum likelihood estimation
- support vector
- probability density function
- density function
- feature space
- learning algorithm
- neural network