Generalization Bounds Derived IPM-Based Regularization for Domain Adaptation.
Juan MengGuyu HuDong LiYanyan ZhangZhisong PanPublished in: Comput. Intell. Neurosci. (2016)
Keyphrases
- domain adaptation
- generalization bounds
- data dependent
- reproducing kernel hilbert space
- kernel machines
- learning theory
- generalization ability
- semi supervised
- multiple sources
- cross domain
- model selection
- labeled data
- learning problems
- transfer learning
- statistical learning theory
- ranking algorithm
- vc dimension
- semi supervised learning
- sentiment classification
- learning tasks
- target domain
- neural network
- test data
- document classification
- data mining