On the Theory of Transfer Learning: The Importance of Task Diversity.
Nilesh TripuraneniMichael I. JordanChi JinPublished in: CoRR (2020)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- labeled data
- manifold alignment
- reinforcement learning
- active learning
- machine learning
- cross domain
- multi task
- algorithmic information theory
- multi task learning
- collaborative filtering
- text classification
- machine learning algorithms
- text mining
- domain adaptation
- semi supervised learning
- structure learning
- learning algorithm
- databases
- unlabeled data
- information extraction
- feature selection