Supervised group Lasso with applications to microarray data analysis.
Shuangge MaXiao SongJian HuangPublished in: BMC Bioinform. (2007)
Keyphrases
- microarray data analysis
- group lasso
- variable selection
- regression model
- microarray data
- microarray
- efficient optimization
- feature selection
- multiple kernel learning
- multi task
- contingency tables
- low rank
- multi task learning
- gene expression
- gene expression data
- regularization term
- semi supervised
- multi label learning
- convex optimization
- gene selection
- learning algorithm
- model selection
- supervised learning
- cross validation
- unsupervised learning
- high dimensional
- feature vectors
- regression problems
- image processing