Mapping conditional distributions for domain adaptation under generalized target shift.
Matthieu KirchmeyerAlain RakotomamonjyEmmanuel de BézenacPatrick GallinariPublished in: ICLR (2022)
Keyphrases
- domain adaptation
- target domain
- conditional distributions
- marginal distributions
- source and target domains
- cross domain
- transfer learning
- labeled data
- multiple sources
- training data
- random variables
- test data
- semi supervised
- joint distribution
- domain specific
- fisher information
- document classification
- semi supervised learning
- unlabeled data
- co training
- bayesian networks
- training samples
- knowledge transfer
- sentiment classification
- text classification
- log linear models