Time Series Forecasting with Gaussian Processes Needs Priors.
Giorgio CoraniAlessio BenavoliMarco ZaffalonPublished in: ECML/PKDD (4) (2021)
Keyphrases
- gaussian processes
- bayesian approaches
- dirichlet process
- gaussian process
- bayesian framework
- multi task learning
- ordinal regression
- gaussian process regression
- multitask learning
- bayesian methods
- gaussian process models
- human pose estimation
- preference learning
- hyperparameters
- artificial neural networks
- covariance function
- multi task
- relevance vector machine
- image segmentation
- closed form
- learning experience
- model selection
- graphical models
- high dimensional
- decision trees