A Theory of Multiple-Source Adaptation with Limited Target Labeled Data.
Yishay MansourMehryar MohriAnanda Theertha SureshKe WuPublished in: CoRR (2020)
Keyphrases
- target domain
- labeled data
- domain adaptation
- multiple sources
- transfer learning
- unlabeled data
- semi supervised learning
- cross domain
- semi supervised
- training data
- text classification
- labeled training data
- active learning
- supervised learning
- training samples
- test data
- data points
- class labels
- domain specific
- learning algorithm
- prior knowledge
- labeled and unlabeled data
- semi supervised classification
- labeled examples
- data sets
- label propagation
- information retrieval
- sentiment classification
- viewpoint
- data model