TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression.
Zelin HeYing SunJingyuan LiuRunze LiPublished in: CoRR (2024)
Keyphrases
- transfer learning
- domain adaptation
- covariate shift
- high dimensional
- training and test data
- knowledge transfer
- learning tasks
- model selection
- machine learning
- transfer knowledge
- target domain
- cross domain
- labeled data
- active learning
- text categorization
- reinforcement learning
- semi supervised learning
- collaborative filtering
- text classification
- test data
- multi task
- machine learning algorithms
- learning algorithm
- training data
- support vector
- prior knowledge
- data sets
- low dimensional
- dimensionality reduction
- text mining
- nearest neighbor
- semi supervised