Boosting Domain Adaptation by Discovering Latent Domains.
Massimiliano ManciniLorenzo PorziSamuel Rota BulòBarbara CaputoElisa RicciPublished in: CVPR (2018)
Keyphrases
- domain adaptation
- cross domain
- target domain
- transfer learning
- labeled data
- concept space
- multiple sources
- sentiment classification
- domain specific
- test data
- latent variables
- machine learning
- text categorization
- unlabeled data
- semi supervised learning
- semi supervised
- training data
- training samples
- transfer knowledge
- feature selection
- general purpose
- learning tasks
- manifold alignment
- document classification
- knowledge transfer
- covariate shift
- sufficient training data
- machine translation
- e government
- principal component analysis
- similarity measure
- learning algorithm