Some thoughts about transfer learning. What role for the source domain?
Antoine CornuéjolsPublished in: Int. J. Approx. Reason. (2024)
Keyphrases
- transfer learning
- source domain
- target domain
- domain adaptation
- learning tasks
- cross domain
- knowledge transfer
- labeled data
- reinforcement learning
- machine learning
- active learning
- machine learning algorithms
- text classification
- collaborative filtering
- transfer knowledge
- semi supervised learning
- transferring knowledge
- learning algorithm
- domain specific
- text categorization
- semi supervised
- information retrieval
- data sets
- text mining
- data distribution
- principal component analysis
- information sharing
- data model
- training data
- similarity measure
- neural network