Infinite Mixtures of Gaussian Process Experts.
Carl Edward RasmussenZoubin GhahramaniPublished in: NIPS (2001)
Keyphrases
- gaussian process
- gaussian processes
- source separation
- gaussian process regression
- regression model
- bayesian framework
- model selection
- gaussian process classification
- approximate inference
- latent variables
- hyperparameters
- semi supervised
- sparse approximations
- covariance function
- gaussian process models
- dynamical model
- mixture model
- expectation maximization
- expectation propagation
- prior knowledge
- em algorithm
- data sets
- bayesian inference
- cross validation
- active learning
- machine learning