Semi-Supervised Domain Adaptation via Asymmetric Joint Distribution Matching.
Sentao ChenMehrtash HarandiXiaona JinXiaowei YangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2021)
Keyphrases
- domain adaptation
- semi supervised
- joint distribution
- labeled data
- semi supervised learning
- unlabeled data
- random variables
- maximum entropy
- marginal distributions
- conditional probabilities
- co training
- multi view
- supervised learning
- active learning
- unsupervised learning
- transfer learning
- pairwise
- probability distribution
- generative model
- gaussian process
- cross domain
- target domain
- graphical models
- web documents
- multiple sources
- domain specific
- training data
- feature extraction