Focused multi-task learning in a Gaussian process framework.
Gayle LeenJaakko PeltonenSamuel KaskiPublished in: Mach. Learn. (2012)
Keyphrases
- gaussian process
- gaussian processes
- multi task learning
- multi task
- bayesian framework
- dirichlet process
- learning tasks
- model selection
- probabilistic model
- learning problems
- approximate inference
- covariance function
- learning algorithm
- hyperparameters
- image reconstruction
- regression model
- semi supervised
- prior knowledge