Target-agnostic Source-free Domain Adaptation for Regression Tasks.
Tianlang HeZhiqiu XiaJierun ChenHaoliang LiS.-H. Gary ChanPublished in: ICDE (2024)
Keyphrases
- domain adaptation
- target domain
- transfer learning
- source domain
- cross domain
- multiple sources
- labeled data
- transfer knowledge
- domain specific
- source and target domains
- training data
- active learning
- knowledge transfer
- training samples
- test data
- multi task
- learning tasks
- reinforcement learning
- semi supervised
- unlabeled data
- manifold alignment
- covariate shift
- model selection
- databases
- learning algorithm
- regression model
- sentiment classification
- feature extraction
- data distribution
- machine learning algorithms
- general purpose
- decision trees
- machine learning