Stability of Gaussian process state space models.
Thomas BeckersSandra HirchePublished in: ECC (2016)
Keyphrases
- gaussian process
- gaussian processes
- state space
- model selection
- gaussian process regression
- bayesian framework
- covariance function
- dynamical models
- dynamical model
- gaussian process classification
- gaussian process models
- latent variables
- regression model
- approximate inference
- learning algorithm
- dynamical systems
- parameter estimation
- generative model
- edge detection
- denoising
- prior knowledge
- feature selection
- sparse approximations