Unified Transfer Learning in High-Dimensional Linear Regression.
Shuo Shuo LiuPublished in: AISTATS (2024)
Keyphrases
- linear regression
- transfer learning
- high dimensional
- generalized linear models
- least squares
- learning tasks
- reinforcement learning
- knowledge transfer
- cross domain
- labeled data
- regression methods
- machine learning
- active learning
- low dimensional
- transfer knowledge
- multi task learning
- domain adaptation
- variable selection
- target domain
- collaborative filtering
- nonlinear regression
- high dimensional data
- text classification
- machine learning algorithms
- learning algorithm
- nearest neighbor
- multi task
- data points
- dimensionality reduction
- feature space
- computer vision
- input space
- semi supervised learning
- transferring knowledge
- regression model
- text mining
- semi supervised
- information retrieval