AFT*: Integrating Active Learning and Transfer Learning to Reduce Annotation Efforts.
Zongwei ZhouJae Y. ShinSuryakanth R. GuruduMichael B. GotwayJianming LiangPublished in: CoRR (2018)
Keyphrases
- transfer learning
- active learning
- labeled data
- learning tasks
- knowledge transfer
- machine learning
- learning algorithm
- cross domain
- unlabeled data
- semi supervised
- semi supervised learning
- training examples
- transfer knowledge
- supervised learning
- multi task
- learning process
- reinforcement learning
- manifold alignment
- target domain
- domain adaptation
- text categorization
- training set
- collaborative filtering
- data sets
- cross domain learning
- multi task learning
- text classification
- bayesian networks
- neural network