Benefits of monotonicity in safe exploration with Gaussian processes.
Arpan LosalkaJonathan ScarlettPublished in: UAI (2023)
Keyphrases
- gaussian processes
- gaussian process
- gaussian process regression
- relevance vector machine
- ordinal regression
- covariance function
- multitask learning
- preference learning
- hyperparameters
- multi task learning
- gaussian process models
- human pose estimation
- multi task
- model selection
- markov random field
- data sets
- edge detection