Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning.
Chao ZhangDacheng TaoTao HuXiang LiPublished in: CoRR (2014)
Keyphrases
- multi task learning
- generalization bounds
- learning problems
- transfer learning
- multi task
- learning tasks
- generalization ability
- data dependent
- learning theory
- gaussian processes
- learning algorithm
- model selection
- machine learning
- high order
- supervised learning
- semi supervised learning
- learning models
- ranking algorithm
- machine learning algorithms
- theoretical analysis
- reinforcement learning
- inductive learning
- multi class
- kernel methods
- vc dimension
- metric learning
- similarity measure
- training examples