A Latent Manifold Markovian Dynamics Gaussian Process.
Sotirios P. ChatzisDimitrios I. KosmopoulosPublished in: IEEE Trans. Neural Networks Learn. Syst. (2015)
Keyphrases
- gaussian process
- latent variables
- latent space
- dynamical model
- dynamical models
- gaussian processes
- regression model
- approximate inference
- gaussian process models
- gaussian process regression
- gaussian process classification
- semi supervised
- model selection
- hyperparameters
- probabilistic model
- bayesian framework
- topic models
- expectation propagation
- manifold learning
- low dimensional
- dynamical systems
- covariance function
- sparse approximations
- posterior distribution
- body pose
- prior knowledge
- support vector
- parameter space
- parameter estimation
- high dimensional
- feature space