Variational Bayes for Continuous Hidden Markov Models and Its Application to Active Learning.
Shihao JiBalaji KrishnapuramLawrence CarinPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2006)
Keyphrases
- variational bayes
- active learning
- continuous hidden markov models
- hidden markov models
- hyperparameters
- latent variables
- bayesian inference
- random sampling
- gaussian mixture model
- bayesian learning
- latent dirichlet allocation
- free energy
- exponential family
- posterior distribution
- semi supervised
- support vector
- supervised learning
- learning algorithm
- log likelihood
- training set
- prior information
- machine learning
- probabilistic model
- text mining
- random variables
- expectation maximization
- higher order