Asymmetric kernel in Gaussian Processes for learning target variance.
Silvia L. PinteaJan C. van GemertArnold W. M. SmeuldersPublished in: Pattern Recognit. Lett. (2018)
Keyphrases
- gaussian processes
- preference learning
- multi task learning
- learning process
- multitask learning
- bayesian methods
- ordinal regression
- learning algorithm
- reinforcement learning
- learning problems
- multi task
- gaussian process
- gaussian process regression
- kernel methods
- supervised learning
- machine learning
- covariance function
- incremental learning
- learning tasks
- prior knowledge
- pairwise