Discrepancy-Based Active Learning for Domain Adaptation.
Antoine de MathelinMathilde MougeotNicolas VayatisPublished in: CoRR (2021)
Keyphrases
- domain adaptation
- active learning
- labeled data
- semi supervised
- transfer learning
- unlabeled data
- semi supervised learning
- target domain
- supervised learning
- cross domain
- co training
- covariate shift
- learning algorithm
- multiple sources
- sentiment classification
- machine learning
- manifold alignment
- training examples
- learning tasks
- concept space
- test data
- learning process
- training set
- databases
- pairwise
- data mining