Domain Curiosity: Learning Efficient Data Collection Strategies for Domain Adaptation.
Karol ArndtOliver StruckmeierVille KyrkiPublished in: CoRR (2021)
Keyphrases
- domain adaptation
- data collection
- cross domain
- covariate shift
- learning process
- transfer learning
- transfer knowledge
- semi supervised
- semi supervised learning
- document classification
- multiple sources
- knowledge transfer
- active learning
- target domain
- co training
- sentiment classification
- prior knowledge
- source domain
- unsupervised learning
- web pages