Feasibility of Transfer Learning: A Mathematical Framework.
Haoyang CaoHaotian GuXin GuoPublished in: CoRR (2023)
Keyphrases
- transfer learning
- mathematical framework
- image formation
- learning tasks
- knowledge transfer
- cross domain
- machine learning
- active learning
- collaborative filtering
- reinforcement learning
- labeled data
- semi supervised learning
- text classification
- multi task
- transfer knowledge
- manifold alignment
- text categorization
- machine learning algorithms
- target domain
- text mining
- pattern recognition
- decision trees
- domain adaptation
- previously learned
- unlabeled data
- supervised learning
- semi supervised
- prior knowledge
- e learning