A Unified Framework for Closed-Form Nonparametric Regression, Classification, Preference and Mixed Problems with Skew Gaussian Processes.
Alessio BenavoliDario AzzimontiDario PigaPublished in: DSAA (2021)
Keyphrases
- closed form
- gaussian processes
- hyperparameters
- gaussian process
- nonparametric regression
- model selection
- machine learning
- preference learning
- supervised learning
- marginal likelihood
- text classification
- regression model
- gaussian process regression
- incremental learning
- class labels
- machine learning algorithms
- em algorithm
- higher order
- probability distribution
- active learning
- feature vectors
- feature selection