Multi-source Deep Gaussian Process Kernel Learning.
Chi-Ken LuPatrick ShaftoPublished in: CoRR (2020)
Keyphrases
- gaussian process
- multi source
- kernel learning
- semi supervised
- gaussian processes
- data fusion
- regression model
- kernel matrix
- model selection
- support vector regression
- multi task learning
- pairwise constraints
- multiple sources
- kernel function
- bayesian framework
- multiple kernel learning
- latent variables
- learning tasks
- kernel methods
- data sources
- hyperparameters
- data sets
- pairwise
- dimensionality reduction
- supervised learning
- active learning
- generative model
- high dimensional
- bayesian networks
- distance metric
- learning process
- data mining