Dirichlet Process Mixtures of Generalized Linear Models.
Lauren HannahDavid M. BleiWarren B. PowellPublished in: J. Mach. Learn. Res. (2011)
Keyphrases
- generalized linear models
- dirichlet process
- mixture model
- em algorithm
- probabilistic model
- multi task learning
- generative model
- expectation maximization
- gaussian processes
- model selection
- maximum likelihood
- unsupervised learning
- sampling algorithm
- language model
- regression model
- latent topics
- variational inference
- variational methods
- bayesian model
- logistic regression
- posterior distribution
- markov chain monte carlo
- bayesian framework
- probability density function
- cross validation
- text categorization
- multi class
- graphical models
- probability distribution
- feature space