On Target Shift in Adversarial Domain Adaptation.
Yitong LiMichael MuriasSamantha MajorGeraldine DawsonDavid E. CarlsonPublished in: AISTATS (2019)
Keyphrases
- domain adaptation
- target domain
- source and target domains
- source domain
- cross domain
- transfer learning
- labeled data
- multiple sources
- semi supervised
- transfer knowledge
- test data
- semi supervised learning
- training data
- document classification
- manifold alignment
- unlabeled data
- sentiment classification
- concept space
- information retrieval
- general purpose
- co training
- active learning