Unsupervised domain adaptation with weak source domain labels via bidirectional subdomain alignment.
Heng ZhouPing ZhongDaoliang LiZhencai ShenPublished in: Neural Networks (2024)
Keyphrases
- domain adaptation
- source domain
- target domain
- label information
- transfer learning
- training data
- cross domain
- labeled data
- labeled examples
- pairwise
- class labels
- semi supervised
- labeled training data
- concept space
- text classification
- training examples
- data distribution
- domain specific
- learning tasks
- multiple sources
- distance metric
- multi label
- unlabeled data
- document classification
- data model
- training set
- dimensionality reduction
- decision trees