Transfer learning from multiple source domains via consensus regularization.
Ping LuoFuzhen ZhuangHui XiongYuhong XiongQing HePublished in: CIKM (2008)
Keyphrases
- target domain
- transfer learning
- domain adaptation
- multiple sources
- cross domain
- learning tasks
- labeled data
- multi view learning
- knowledge transfer
- machine learning
- semi supervised learning
- reinforcement learning
- training data
- transfer knowledge
- collaborative filtering
- manifold alignment
- active learning
- multi task
- unlabeled data
- test data
- learning algorithm
- text categorization
- multi task learning
- transferring knowledge
- text classification
- data sets
- databases
- machine learning algorithms
- text mining
- database systems
- prior knowledge