Variational Gaussian Process State-Space Models.
Roger FrigolaYutian ChenCarl E. RasmussenPublished in: NIPS (2014)
Keyphrases
- gaussian process
- gaussian processes
- state space
- bayesian framework
- covariance function
- model selection
- dynamical models
- gaussian process regression
- hyperparameters
- dynamical systems
- gaussian process models
- latent variables
- active learning
- probabilistic model
- dynamical model
- image segmentation
- maximum likelihood
- approximate inference
- prior knowledge
- decision trees
- image processing