Transfer learning approach for financial applications.
Cosmin StamateGeorge D. MagoulasMichael S. C. ThomasPublished in: CoRR (2015)
Keyphrases
- transfer learning
- learning tasks
- reinforcement learning
- knowledge transfer
- labeled data
- machine learning
- active learning
- transfer knowledge
- cross domain
- collaborative filtering
- structure learning
- text categorization
- multi task
- domain adaptation
- target domain
- text classification
- semi supervised learning
- machine learning algorithms
- manifold alignment
- learning algorithm
- text mining
- supervised learning
- semi supervised
- transferring knowledge
- unlabeled data
- logistic regression
- k nearest neighbor
- domain specific
- similarity measure
- information retrieval