Subspace Distribution Adaptation Frameworks for Domain Adaptation.
Sentao ChenLe HanXiaolan LiuZongyao HeXiaowei YangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2020)
Keyphrases
- domain adaptation
- covariate shift
- training and test data
- cross domain
- labeled data
- multiple sources
- semi supervised
- semi supervised learning
- principal component analysis
- sentiment classification
- document classification
- transfer learning
- high dimensional data
- target domain
- training data
- feature space
- feature extraction
- lower dimensional
- manifold alignment
- test data
- model selection
- unlabeled data
- text classification
- high dimensional
- learning algorithm
- data distribution
- dimensionality reduction
- general purpose
- active learning