Improved linear regression prediction by transfer learning.
David ObstBadih GhattasSandra ClaudelJairo CugliariYannig GoudeGeorges OppenheimPublished in: Comput. Stat. Data Anal. (2022)
Keyphrases
- linear regression
- transfer learning
- linear regression model
- least squares
- learning tasks
- knowledge transfer
- regression methods
- labeled data
- reinforcement learning
- ridge regression
- machine learning
- semi supervised learning
- linear predictors
- transfer knowledge
- active learning
- multi task learning
- cross domain
- machine learning algorithms
- multi task
- text categorization
- learning algorithm
- collaborative filtering
- nonlinear regression
- text classification
- target domain
- logistic regression
- prediction model
- domain adaptation
- transferring knowledge
- learning problems
- unlabeled data
- semi supervised
- information extraction
- probability distribution
- information retrieval