Asymmetric kernel in Gaussian Processes for learning target variance.
Silvia L. PinteaJan C. van GemertArnold W. M. SmeuldersPublished in: CoRR (2018)
Keyphrases
- gaussian processes
- multi task learning
- preference learning
- multitask learning
- gaussian process regression
- learning problems
- multi task
- learning process
- ordinal regression
- gaussian process
- incremental learning
- active learning
- bayesian methods
- kernel machines
- prior knowledge
- hyperparameters
- learning experience
- multi class
- learning algorithm
- gaussian process models