Beyond H-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence.
Changjian ShuiQi ChenJun WenFan ZhouChristian GagnéBoyu WangPublished in: CoRR (2020)
Keyphrases
- jensen shannon divergence
- domain adaptation
- information theory
- information theoretic
- jensen shannon
- cross domain
- feature selection
- mutual information
- multiple sources
- labeled data
- sentiment classification
- selection criterion
- semi supervised learning
- semi supervised
- unlabeled data
- image registration
- document classification
- transfer learning
- active learning
- target domain
- training data
- model selection
- decision trees
- test data
- collaborative filtering
- databases