Discriminative active learning for domain adaptation.
Fan ZhouChangjian ShuiShichun YangBincheng HuangBoyu WangBrahim Chaib-draaPublished in: Knowl. Based Syst. (2021)
Keyphrases
- domain adaptation
- semi supervised
- active learning
- labeled data
- semi supervised learning
- transfer learning
- unlabeled data
- supervised learning
- co training
- target domain
- machine learning
- cross domain
- unsupervised learning
- learning algorithm
- training set
- multiple sources
- covariate shift
- training examples
- feature extraction
- manifold alignment
- multi view
- pairwise
- classification algorithm
- knn
- test data
- text categorization
- knowledge transfer
- feature selection
- learning process
- sentiment classification
- databases
- collaborative filtering