Double Double Descent: On Generalization Errors in Transfer Learning between Linear Regression Tasks.
Yehuda DarRichard G. BaraniukPublished in: SIAM J. Math. Data Sci. (2022)
Keyphrases
- transfer learning
- linear regression
- learning tasks
- least squares
- multi task learning
- knowledge transfer
- multi task
- active learning
- reinforcement learning
- transferring knowledge
- regression methods
- cross domain
- labeled data
- machine learning
- text categorization
- target domain
- domain adaptation
- transfer knowledge
- learning algorithm
- semi supervised learning
- multiple tasks
- logistic regression
- loss function
- unlabeled data
- collaborative filtering
- decision trees