Active Learning for Domain Adaptation: An Energy-based Approach.
Binhui XieLonghui YuanShuang LiChi Harold LiuXinjing ChengGuoren WangPublished in: CoRR (2021)
Keyphrases
- domain adaptation
- active learning
- labeled data
- semi supervised
- transfer learning
- unlabeled data
- semi supervised learning
- manifold alignment
- co training
- target domain
- supervised learning
- machine learning
- multiple sources
- cross domain
- training examples
- learning algorithm
- training set
- document classification
- training data
- covariate shift
- knowledge transfer
- data sets
- unsupervised learning
- text classification
- general purpose
- test data
- sentiment classification