Sparse multitask regression for identifying common mechanism of response to therapeutic targets.
Kai ZhangJoe W. GrayBahram ParvinPublished in: Bioinform. (2010)
Keyphrases
- multi task
- regression problems
- gaussian processes
- multitask learning
- group lasso
- multi task learning
- regression model
- learning tasks
- maximum entropy discrimination
- multi class
- multiple tasks
- learning problems
- high dimensional
- binary classification problems
- metric learning
- transfer learning
- maximum margin
- information retrieval
- multiple kernel learning
- linear regression
- high order
- cross validation
- unsupervised learning
- model selection
- feature selection