Simple and Efficient Multiple Kernel Learning by Group Lasso.
Zenglin XuRong JinHaiqin YangIrwin KingMichael R. LyuPublished in: ICML (2010)
Keyphrases
- multiple kernel learning
- group lasso
- variable selection
- efficient optimization
- regression model
- semi supervised learning
- linear combination
- kernel methods
- multi task
- convex relaxation
- learning problems
- kernel function
- feature selection
- contingency tables
- low rank
- regularization term
- multi label learning
- convex optimization
- binary classification
- feature extraction