An analytic theory of generalization dynamics and transfer learning in deep linear networks.
Andrew K. LampinenSurya GanguliPublished in: CoRR (2018)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- labeled data
- machine learning
- active learning
- cross domain
- structure learning
- algorithmic information theory
- reinforcement learning
- transfer knowledge
- text classification
- multi task learning
- semi supervised learning
- multi task
- domain adaptation
- text categorization
- dynamical systems
- collaborative filtering
- artificial intelligence
- data mining
- previously learned
- transferring knowledge
- training data
- bayesian networks
- text mining