Supervised Domain Adaptation Based on Marginal and Conditional Distributions Alignment.
Ori KatzRonen TalmonUri ShahamPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- domain adaptation
- conditional distributions
- marginal distributions
- target domain
- semi supervised
- random variables
- joint distribution
- labeled data
- label information
- cross domain
- transfer learning
- multiple sources
- supervised learning
- semi supervised learning
- probability distribution
- training data
- training samples
- unsupervised learning
- unlabeled data
- test data
- learning algorithm
- domain specific
- bayesian networks
- conditional probabilities
- random fields
- document classification
- co training
- pairwise
- maximum entropy
- sentiment classification
- knowledge transfer
- test set
- feature selection