Group Guided Sparse Group Lasso Multi-task Learning for Cognitive Performance Prediction of Alzheimer's Disease.
Xiaoli LiuPeng CaoJinzhu YangDazhe ZhaoOsmar R. ZaïanePublished in: BI (2017)
Keyphrases
- group lasso
- multi task learning
- multi task
- learning tasks
- regression model
- variable selection
- learning problems
- gaussian processes
- high order
- transfer learning
- theoretical analysis
- efficient optimization
- learning algorithm
- multiple kernel learning
- contingency tables
- low rank
- data mining
- learning models
- multi class
- multi label learning
- information gain
- metric learning
- image segmentation
- machine learning