Self-supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets.
Mike A. MerrillTim AlthoffPublished in: CoRR (2022)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- labeled data
- active learning
- cross domain
- semi supervised learning
- reinforcement learning
- domain adaptation
- structure learning
- unlabeled data
- machine learning
- text classification
- target domain
- collaborative filtering
- multi task
- transfer knowledge
- transferring knowledge
- standard learning algorithms
- machine learning algorithms
- text categorization
- text mining
- manifold alignment
- supervised learning
- multi task learning
- semi supervised
- object recognition
- cross domain learning
- data mining