Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift.
Remi Tachet des CombesHan ZhaoYu-Xiang WangGeoffrey J. GordonPublished in: NeurIPS (2020)
Keyphrases
- domain adaptation
- conditional distribution
- gaussian process
- random variables
- labeled data
- multiple sources
- cross domain
- semi supervised
- target domain
- marginal distributions
- joint distribution
- sentiment classification
- probability distribution
- test data
- transfer learning
- multi label
- semi supervised learning
- document classification
- machine learning
- class labels
- co training
- maximum entropy
- unlabeled data
- model selection
- supervised learning
- active learning
- training data