Benefits of Monotonicity in Safe Exploration with Gaussian Processes.
Arpan LosalkaJonathan ScarlettPublished in: CoRR (2022)
Keyphrases
- gaussian processes
- gaussian process
- gaussian process regression
- multitask learning
- multi task learning
- ordinal regression
- relevance vector machine
- covariance function
- multi task
- gaussian process models
- human pose estimation
- hyperparameters
- preference learning
- bayesian framework
- regression model
- worst case
- pairwise
- bayesian networks