Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors.
Ravid Shwartz-ZivMicah GoldblumHossein SouriSanyam KapoorChen ZhuYann LeCunAndrew G. WilsonPublished in: NeurIPS (2022)
Keyphrases
- transfer learning
- prediction with expert advice
- learning tasks
- cross domain
- reinforcement learning
- knowledge transfer
- active learning
- labeled data
- machine learning
- structure learning
- collaborative filtering
- domain adaptation
- hierarchical bayesian model
- manifold alignment
- semi supervised learning
- transfer knowledge
- multi task learning
- text classification
- bayesian networks
- machine learning algorithms
- text categorization
- multi task
- text mining
- learning algorithm
- bayesian framework
- data sets
- target domain
- decision theory
- domain specific
- semi supervised
- probability distribution
- prior knowledge
- neural network