GoGP: scalable geometric-based Gaussian process for online regression.
Trung LeKhanh NguyenVu NguyenTu Dinh NguyenDinh Q. PhungPublished in: Knowl. Inf. Syst. (2019)
Keyphrases
- gaussian process
- gaussian processes
- regression model
- gaussian process regression
- model selection
- covariance function
- sparse approximations
- gaussian process classification
- approximate inference
- reproducing kernel hilbert space
- dynamical model
- bayesian framework
- hyperparameters
- latent variables
- semi supervised
- conditional distribution
- gaussian process models
- expectation propagation
- data sets
- error rate
- support vector
- sample size
- sparse representation
- bayesian networks
- learning algorithm