Variational Gaussian Process Dynamical Systems.
Andreas C. DamianouMichalis K. TitsiasNeil D. LawrencePublished in: NIPS (2011)
Keyphrases
- dynamical systems
- gaussian process
- gaussian processes
- regression model
- dynamical models
- bayesian framework
- approximate inference
- gaussian process regression
- model selection
- semi supervised
- latent variables
- image segmentation
- hyperparameters
- state space
- optical flow
- nonlinear dynamical systems
- dynamical model
- closed form
- machine learning
- em algorithm
- probabilistic model
- learning algorithm