Streaming Sparse Gaussian Process Approximations.
Thang D. BuiCuong V. NguyenRichard E. TurnerPublished in: NIPS (2017)
Keyphrases
- gaussian process
- sparse approximations
- covariance function
- expectation propagation
- gaussian processes
- sparse approximation
- gaussian process regression
- regression model
- sparse representation
- bayesian framework
- approximate inference
- gaussian process classification
- model selection
- hyperparameters
- latent variables
- data streams
- semi supervised
- closed form
- high dimensional
- gaussian process models
- marginal likelihood
- error rate
- super resolution
- probabilistic model