The Common Intuition to Transfer Learning Can Win or Lose: Case Studies for Linear Regression.
Yehuda DarDaniel LeJeuneRichard G. BaraniukPublished in: SIAM J. Math. Data Sci. (2024)
Keyphrases
- linear regression
- transfer learning
- case study
- learning tasks
- least squares
- knowledge transfer
- cross domain
- labeled data
- machine learning
- regression methods
- reinforcement learning
- collaborative filtering
- multi task learning
- active learning
- text classification
- machine learning algorithms
- text categorization
- domain adaptation
- nonlinear regression
- real world
- semi supervised learning
- target domain
- learning algorithm
- unlabeled data
- text mining
- multi task
- data sets
- transferring knowledge
- unsupervised learning
- semi supervised
- knn
- learning process
- training data