Product Trees for Gaussian Process Covariance in Sublinear Time.
David A. MooreStuart J. RussellPublished in: UAI Application Workshops (2013)
Keyphrases
- gaussian process
- gaussian processes
- binary search trees
- approximate inference
- hyperparameters
- model selection
- gaussian process classification
- gaussian process regression
- regression model
- bayesian framework
- latent variables
- dynamical model
- expectation propagation
- marginal likelihood
- decision trees
- covariance function
- semi supervised
- sparse approximations
- gaussian process models
- bayesian inference
- covariance matrix
- sample size
- error rate
- probability distribution
- energy function
- graphical models
- upper bound
- pairwise