Self-Supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets.
Mike A. MerrillTim AlthoffPublished in: CHIL (2023)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- labeled data
- machine learning
- reinforcement learning
- semi supervised learning
- cross domain
- structure learning
- manifold alignment
- multi task
- standard learning algorithms
- collaborative filtering
- transfer knowledge
- text categorization
- multi task learning
- active learning
- data sets
- domain adaptation
- target domain
- learning algorithm
- unlabeled data
- text mining
- training data
- transferring knowledge
- cross domain learning
- probabilistic model