Transfer Learning for Collective Link Prediction in Multiple Heterogenous Domains.
Bin CaoNathan Nan LiuQiang YangPublished in: ICML (2010)
Keyphrases
- transfer learning
- link prediction
- collaborative filtering
- cross domain
- learning tasks
- multi task learning
- labeled data
- social network analysis
- random walk
- target domain
- structure learning
- cross domain learning
- knowledge transfer
- active learning
- reinforcement learning
- social networks
- semi supervised learning
- domain adaptation
- supervised learning
- text categorization
- machine learning
- transferring knowledge
- entity resolution
- transfer knowledge
- multiple tasks
- multi task
- text classification
- machine learning algorithms
- network structure
- data analysis
- feature selection
- learning algorithm
- real world application domains
- data sets
- collective classification
- conditional independence
- multiple sources
- text mining
- real world