Domain Adaptation under Open Set Label Shift.
Saurabh GargSivaraman BalakrishnanZachary C. LiptonPublished in: CoRR (2022)
Keyphrases
- domain adaptation
- multiple sources
- semi supervised
- cross domain
- labeled data
- source and target domains
- semi supervised learning
- test data
- covariate shift
- manifold alignment
- document classification
- class labels
- multi label
- target domain
- transfer learning
- co training
- databases
- learning process
- training data
- decision trees
- text categorization
- unlabeled data
- k nearest neighbor
- active learning
- label information
- source domain
- feature selection