Minimax Optimal Transfer Learning for Kernel-based Nonparametric Regression.
Chao WangCaixing WangXin HeXingdong FengPublished in: CoRR (2023)
Keyphrases
- transfer learning
- nonparametric regression
- learning tasks
- reinforcement learning
- knowledge transfer
- labeled data
- worst case
- cross domain
- multi task
- multi task learning
- collaborative filtering
- text categorization
- machine learning
- active learning
- manifold alignment
- transfer knowledge
- pointwise
- domain adaptation
- text classification
- support vector machine
- machine learning algorithms
- target domain
- semi supervised learning