Multi-task Learning via Non-sparse Multiple Kernel Learning.
Wojciech SamekAlexander BinderMotoaki KawanabePublished in: CAIP (1) (2011)
Keyphrases
- multi task learning
- group lasso
- multiple kernel learning
- multi task
- learning problems
- learning tasks
- learning models
- gaussian processes
- multi class
- learning algorithm
- transfer learning
- kernel methods
- feature selection
- supervised learning
- binary classification
- regression model
- theoretical analysis
- kernel function
- linear combination
- high dimensional
- machine learning
- semi supervised learning
- dimensionality reduction
- training data
- kernel matrix