Federated Gaussian Process: Convergence, Automatic Personalization and Multi-fidelity Modeling.
Xubo YueRaed Al KontarPublished in: CoRR (2021)
Keyphrases
- gaussian process
- bayesian modeling
- gaussian processes
- gaussian process models
- gaussian process regression
- dynamical models
- approximate inference
- model selection
- regression model
- bayesian framework
- hyperparameters
- gaussian process classification
- latent variables
- semi supervised
- marginal likelihood
- data mining
- cross validation
- graph cuts
- dynamical model
- graphical models
- data streams
- sparse approximations
- machine learning