Learning unknown ODE models with Gaussian processes.
Markus HeinonenÇagatay YildizHenrik MannerströmJukka IntosalmiHarri LähdesmäkiPublished in: ICML (2018)
Keyphrases
- gaussian processes
- multi task learning
- preference learning
- bayesian methods
- gaussian process
- bayesian approaches
- learning algorithm
- learning tasks
- supervised learning
- learning models
- multi task
- gaussian process models
- prior knowledge
- multitask learning
- learning process
- bayesian networks
- learned models
- ordinal regression
- gaussian process regression
- model selection
- covariance function
- human pose estimation
- reinforcement learning
- probabilistic model
- random sampling
- closed form