A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning.
Xinyi TongXiangxiang XuShao-Lun HuangLizhong ZhengPublished in: NeurIPS (2021)
Keyphrases
- mathematical framework
- multi source
- transfer learning
- data fusion
- image formation
- information fusion
- knowledge transfer
- machine learning
- data integration
- cross domain
- collaborative filtering
- data sources
- labeled data
- multiple sources
- semi supervised learning
- machine learning algorithms
- active learning
- transfer knowledge
- text categorization
- reinforcement learning
- text classification
- text mining
- neural network
- data management
- pattern recognition