Risk of Transfer Learning and its Applications in Finance.
Haoyang CaoHaotian GuXin GuoMathieu RosenbaumPublished in: CoRR (2023)
Keyphrases
- transfer learning
- learning tasks
- portfolio management
- knowledge transfer
- labeled data
- machine learning
- reinforcement learning
- semi supervised learning
- structure learning
- active learning
- transfer knowledge
- cross domain
- text classification
- collaborative filtering
- multi task learning
- domain adaptation
- target domain
- manifold alignment
- algorithmic information theory
- machine learning algorithms
- text categorization
- unlabeled data
- multi task
- learning algorithm
- data mining
- transferring knowledge
- test cases
- multitask learning
- artificial intelligence
- neural network