Variational Gaussian Process Dynamical Systems
Andreas C. DamianouMichalis K. TitsiasNeil D. LawrencePublished in: CoRR (2011)
Keyphrases
- dynamical systems
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- approximate inference
- bayesian framework
- dynamical models
- model selection
- hyperparameters
- latent variables
- dynamical model
- semi supervised
- optical flow
- state space
- predictive state representations
- image segmentation
- latent space
- nonlinear dynamical systems
- marginal likelihood
- image processing
- learning algorithm
- bayesian inference
- closed form
- cross validation
- search space