Domain Adaptation with Few Labeled Source Samples by Graph Regularization.
Jinfeng LiWeifeng LiuYicong ZhouDapeng TaoLiqiang NiePublished in: Neural Process. Lett. (2020)
Keyphrases
- domain adaptation
- target domain
- multiple sources
- source domain
- reproducing kernel hilbert space
- training samples
- training data
- labeled training data
- test data
- labeled data
- training set
- cross domain
- supervised learning
- transfer learning
- semi supervised
- data sets
- training and test data
- semi supervised learning
- graph laplacian
- unlabeled data
- domain specific
- training examples
- multi view
- covariate shift
- co training
- sentiment classification
- high dimensional
- learning algorithm
- source and target domains
- knowledge transfer
- text categorization
- active learning
- databases