An Information-Theoretic Analysis for Transfer Learning: Error Bounds and Applications.
Xuetong WuJonathan H. MantonUwe AickelinJingge ZhuPublished in: CoRR (2022)
Keyphrases
- error bounds
- transfer learning
- theoretical analysis
- learning tasks
- knowledge transfer
- worst case
- reinforcement learning
- cross domain
- labeled data
- active learning
- text categorization
- machine learning
- text classification
- collaborative filtering
- multi task
- transfer knowledge
- multi task learning
- manifold alignment
- semi supervised learning
- domain adaptation
- machine learning algorithms
- wavelet synopses
- transferring knowledge