Domain Adaptation with Incomplete Target Domains.
Zhenpeng LiJianan JiangYuhong GuoTiantian TangChengxiang ZhuoJieping YePublished in: CoRR (2020)
Keyphrases
- target domain
- domain adaptation
- cross domain
- transfer learning
- source domain
- labeled data
- domain specific
- multiple sources
- training data
- test data
- training samples
- transfer knowledge
- sentiment classification
- unlabeled data
- manifold alignment
- knowledge transfer
- source and target domains
- semi supervised
- learning tasks
- text classification
- covariate shift
- text categorization
- semi supervised learning
- reinforcement learning
- learning algorithm
- machine learning
- machine learning algorithms
- general purpose
- active learning
- sufficient training data