Hierarchically-partitioned Gaussian Process Approximation.
Byung-Jun LeeJongmin LeeKee-Eung KimPublished in: AISTATS (2017)
Keyphrases
- gaussian process
- expectation propagation
- marginal likelihood
- covariance function
- sparse approximations
- gaussian processes
- sparse approximation
- gaussian process regression
- regression model
- gaussian process classification
- model selection
- bayesian framework
- approximate inference
- semi supervised
- hyperparameters
- latent variables
- gaussian process models
- dynamical model
- data sets
- non stationary
- maximum likelihood
- image processing