Transfer Learning for Linear Regression: a Statistical Test of Gain.
David ObstBadih GhattasJairo CugliariGeorges OppenheimSandra ClaudelYannig GoudePublished in: CoRR (2021)
Keyphrases
- linear regression
- transfer learning
- statistical tests
- least squares
- learning tasks
- statistically significant
- knowledge transfer
- labeled data
- sample size
- statistical analysis
- cross domain
- statistical methods
- reinforcement learning
- machine learning algorithms
- collaborative filtering
- active learning
- learning algorithm
- machine learning
- text categorization
- multi task
- domain adaptation
- text classification
- semi supervised learning
- multi task learning
- semi supervised
- target domain
- independent variables
- transfer knowledge
- text mining
- information extraction
- association rules
- e learning