Structure-Preserving Gaussian Process Dynamics.
Katharina EnsingerFriedrich SolowjowSebastian ZiescheMichael TiemannSebastian TrimpePublished in: ECML/PKDD (5) (2022)
Keyphrases
- gaussian process
- structure preserving
- dynamical model
- dynamical models
- gaussian processes
- regression model
- bayesian framework
- approximate inference
- model selection
- gaussian process regression
- hyperparameters
- expectation propagation
- latent variables
- sparse approximations
- semi supervised
- marginal likelihood
- gaussian process classification
- gaussian process models
- dimensionality reduction
- cross validation
- computer vision
- sparse representation
- maximum likelihood
- higher order
- decision trees