Multi-task and multi-kernel Gaussian process dynamical systems.
Dimitrios KorkinofYiannis DemirisPublished in: Pattern Recognit. (2017)
Keyphrases
- dynamical systems
- multi task
- gaussian process
- multiple kernel learning
- gaussian processes
- multi task learning
- learning tasks
- regression model
- multi class
- model selection
- learning problems
- feature selection
- hyperparameters
- bayesian framework
- kernel learning
- state space
- latent variables
- semi supervised
- transfer learning
- reproducing kernel hilbert space
- reinforcement learning
- multiscale
- cross validation
- higher order
- active learning
- support vector
- machine learning