GAP Safe screening rules for sparse multi-task and multi-class models.
Eugène NdiayeOlivier FercoqAlexandre GramfortJoseph SalmonPublished in: NIPS (2015)
Keyphrases
- multi class
- multi task
- sparse learning
- binary classification problems
- multi task learning
- learning tasks
- gaussian processes
- machine learning algorithms
- group lasso
- learning problems
- multitask learning
- pairwise
- feature selection
- support vector machine
- kernel methods
- probabilistic model
- loss function
- transfer learning
- unsupervised learning
- binary classification