State-Space Inference and Learning with Gaussian Processes.
Ryan D. TurnerMarc Peter DeisenrothCarl Edward RasmussenPublished in: AISTATS (2010)
Keyphrases
- gaussian processes
- state space
- multi task learning
- multitask learning
- reinforcement learning
- learning tasks
- preference learning
- multi task
- gaussian process
- learning process
- transfer learning
- prior knowledge
- bayesian methods
- covariance function
- supervised learning
- particle filter
- cross validation
- learning algorithm
- bayesian framework
- incremental learning
- gaussian process regression
- pairwise
- feature space