Sparsely-Labeled Source Assisted Domain Adaptation.
Wei WangZhihui WangYuankai XiangJing SunHaojie LiFuming SunZhengming DingPublished in: CoRR (2020)
Keyphrases
- domain adaptation
- target domain
- multiple sources
- source domain
- training data
- labeled training data
- cross domain
- transfer learning
- labeled data
- test data
- semi supervised
- training and test data
- supervised learning
- semi supervised learning
- manifold alignment
- covariate shift
- unlabeled data
- machine learning
- domain specific
- source and target domains
- training samples
- learning algorithm
- data sources
- text categorization
- unsupervised learning
- natural language processing
- prior knowledge
- data analysis