Domain adaptation under structural causal models.
Yuansi ChenPeter BühlmannPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- domain adaptation
- causal models
- structural model
- causal discovery
- cross domain
- multiple sources
- causal relationships
- labeled data
- semi supervised
- transfer learning
- manifold alignment
- structural equation models
- directed acyclic graph
- target domain
- sentiment classification
- test data
- unlabeled data
- document classification
- general purpose
- covariate shift
- training data
- tractable cases
- co training
- semi supervised learning
- active learning
- pairwise