Taking Advantage of Sparsity in Multi-Task Learning.
Karim LouniciMassimiliano PontilAlexandre B. TsybakovSara A. van de GeerPublished in: COLT (2009)
Keyphrases
- multi task learning
- group lasso
- multi task
- multiple tasks
- learning tasks
- gaussian processes
- multiple related tasks
- learning problems
- high dimensional
- transfer learning
- high order
- multitask learning
- theoretical analysis
- multi label image annotation
- inductive learning
- learning models
- learning algorithm
- multi class
- knn
- metric learning
- max margin
- support vector machine