Domain Adaptation with Coupled Subspaces.
John BlitzerSham M. KakadeDean P. FosterPublished in: AISTATS (2011)
Keyphrases
- domain adaptation
- source and target domains
- multiple sources
- cross domain
- semi supervised
- labeled data
- sentiment classification
- semi supervised learning
- lower dimensional
- manifold alignment
- test data
- document classification
- transfer learning
- covariate shift
- principal component analysis
- data sets
- target domain
- high dimensional data
- unlabeled data
- data points
- text classification
- low dimensional
- active learning
- machine learning
- databases