Sparse Bayesian multi-task learning for predicting cognitive outcomes from neuroimaging measures in Alzheimer's disease.
Jing WanZhilin ZhangJingwen YanTaiyong LiBhaskar D. RaoShiaofen FangSungeun KimShannon L. RisacherAndrew J. SaykinLi ShenPublished in: CVPR (2012)
Keyphrases
- multi task learning
- multi task
- early diagnosis
- learning tasks
- multiple tasks
- multitask learning
- gaussian processes
- multi class
- learning problems
- feature selection
- multi label image annotation
- metric learning
- high order
- human brain
- transfer learning
- theoretical analysis
- brain images
- maximum likelihood
- machine learning
- expectation maximization
- training data
- decision trees
- learning algorithm