An Alternative Infinite Mixture Of Gaussian Process Experts.
Edward MeedsSimon OsinderoPublished in: NIPS (2005)
Keyphrases
- gaussian process
- bayesian nonparametric
- gaussian processes
- gaussian process regression
- model selection
- regression model
- bayesian framework
- latent variables
- approximate inference
- hyperparameters
- semi supervised
- gaussian process models
- mixture model
- gaussian process classification
- covariance function
- marginal likelihood
- expectation propagation
- dirichlet process
- sparse approximations
- expectation maximization
- latent variable models
- higher order
- data sets
- maximum a posteriori
- latent space
- sample size
- cross validation
- multi task
- bayesian inference