On Handling Negative Transfer and Imbalanced Distributions in Multiple Source Transfer Learning.
Jing GaoLiang GeKang LiHung Q. NgoAidong ZhangPublished in: SDM (2013)
Keyphrases
- transfer learning
- target domain
- domain adaptation
- multiple sources
- training and test data
- source domain
- cross domain
- knowledge transfer
- learning tasks
- labeled data
- reinforcement learning
- machine learning
- active learning
- learning algorithm
- multi task learning
- transfer knowledge
- transductive transfer learning
- collaborative filtering
- multi task
- target class
- random variables
- text classification
- machine learning algorithms
- text mining
- semi supervised learning
- probability distribution
- transferring knowledge
- information extraction
- databases
- text categorization
- pairwise
- decision trees
- feature selection