Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift.
Remi Tachet des CombesHan ZhaoYu-Xiang WangGeoffrey J. GordonPublished in: CoRR (2020)
Keyphrases
- domain adaptation
- conditional distribution
- gaussian process
- semi supervised
- labeled data
- multiple sources
- target domain
- cross domain
- random variables
- probability distribution
- semi supervised learning
- joint distribution
- marginal distributions
- transfer learning
- test data
- sentiment classification
- co training
- class labels
- unlabeled data
- document classification
- conditional probabilities
- information retrieval
- dimensionality reduction
- natural language processing
- prior knowledge