A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality.
Xuhui ZhangJosé H. BlanchetSoumyadip GhoshMark S. SquillantePublished in: AISTATS (2022)
Keyphrases
- transfer learning
- geometric structure
- knowledge transfer
- learning tasks
- cross domain
- reinforcement learning
- labeled data
- transfer knowledge
- active learning
- learning algorithm
- activity recognition
- databases
- semi supervised learning
- text categorization
- machine learning algorithms
- multi task
- data sets
- state space
- target domain
- face recognition
- pairwise
- knowledge discovery
- text mining
- principal component analysis
- nearest neighbor