AdaTrans: Feature-wise and Sample-wise Adaptive Transfer Learning for High-dimensional Regression.
Zelin HeYing SunJingyuan LiuRunze LiPublished in: CoRR (2024)
Keyphrases
- transfer learning
- high dimensional
- learning tasks
- knowledge transfer
- machine learning
- multi task learning
- reinforcement learning
- semi supervised learning
- labeled data
- pairwise
- cross domain
- regression model
- manifold alignment
- multi task
- active learning
- text classification
- nearest neighbor
- unlabeled data
- text categorization
- feature vectors
- gaussian processes
- machine learning algorithms
- learning algorithm
- domain adaptation
- supervised learning
- learning problems
- transfer knowledge
- feature selection
- dimensionality reduction
- support vector
- low dimensional
- databases