Localized active learning of Gaussian process state space models.
Alexandre CaponeGerrit NoskeJonas UmlauftThomas BeckersArmin LedererSandra HirchePublished in: L4DC (2020)
Keyphrases
- gaussian process
- active learning
- gaussian processes
- state space
- model selection
- bayesian framework
- semi supervised
- covariance function
- dynamical models
- dynamical model
- gaussian process regression
- data sets
- gaussian process models
- probabilistic model
- dynamical systems
- gaussian process classification
- approximate inference
- latent variables
- text mining
- prior knowledge
- learning process
- bayesian networks