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