Active Learning for Domain Adaptation: An Energy-Based Approach.
Binhui XieLonghui YuanShuang LiChi Harold LiuXinjing ChengGuoren WangPublished in: AAAI (2022)
Keyphrases
- domain adaptation
- active learning
- labeled data
- semi supervised
- transfer learning
- unlabeled data
- semi supervised learning
- cross domain
- covariate shift
- multiple sources
- machine learning
- learning algorithm
- target domain
- co training
- supervised learning
- training examples
- test data
- class labels
- sentiment classification
- document classification
- databases
- manifold alignment
- multi view
- decision trees
- pairwise
- learning process
- unsupervised learning