Learning ODE Models with Qualitative Structure Using Gaussian Processes.
Steffen RidderbuschChristian OffenSina Ober-BlöbaumPaul GoulartPublished in: CDC (2021)
Keyphrases
- gaussian processes
- multi task learning
- preference learning
- bayesian methods
- gaussian process
- multitask learning
- active learning
- learning models
- learned models
- learning algorithm
- multi task
- learning problems
- supervised learning
- gaussian process regression
- ordinal regression
- covariance function
- gaussian process models
- bayesian approaches
- prior knowledge
- learning process
- noise reduction
- human pose estimation
- learning tasks
- model selection
- text mining
- probabilistic model
- high dimensional