Nonlinear Models Using Dirichlet Process Mixtures.
Babak ShahbabaRadford M. NealPublished in: J. Mach. Learn. Res. (2009)
Keyphrases
- nonlinear models
- dirichlet process
- dirichlet processes
- mixture model
- gaussian processes
- linear models
- linear model
- multi task learning
- bayesian model
- sampling algorithm
- control law
- posterior distribution
- probabilistic model
- statistical models
- logistic regression
- em algorithm
- generative model
- bayesian framework
- maximum likelihood
- latent topics
- prior knowledge
- probability distribution
- variational methods
- expectation maximization
- markov chain monte carlo
- unsupervised learning
- least squares
- multi task
- higher order
- model selection
- multi class
- machine learning
- variational inference
- active learning
- parameter estimation