Learning Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation with Few Labeled Source Samples.
Jinfeng LiWeifeng LiuYicong ZhouJun YuDapeng TaoPublished in: CoRR (2020)
Keyphrases
- domain adaptation
- semi supervised
- target domain
- supervised learning
- labeled data
- source domain
- semi supervised learning
- multiple sources
- unlabeled data
- cross domain
- covariate shift
- co training
- active learning
- unsupervised learning
- labeled examples
- transfer learning
- learning process
- unlabeled samples
- training samples
- training data
- sentiment classification
- text classification
- labeled and unlabeled data
- labeled training data
- transfer knowledge
- source and target domains
- knowledge transfer
- machine learning
- general purpose
- pairwise
- databases
- data sets