Group lasso with overlap and graph lasso.
Laurent JacobGuillaume ObozinskiJean-Philippe VertPublished in: ICML (2009)
Keyphrases
- group lasso
- variable selection
- regression model
- regression coefficients
- efficient optimization
- multi task
- multiple kernel learning
- multi label learning
- low rank
- multi task learning
- contingency tables
- regularization term
- convex optimization
- model selection
- linear models
- regression problems
- label propagation
- learning tasks
- high dimensional
- feature selection
- genetic programming
- machine learning
- cost function
- semi supervised learning
- pairwise