Federated Active Learning for Target Domain Generalisation.
Razvan CaramalauBinod BhattaraiDanail StoyanovPublished in: CoRR (2023)
Keyphrases
- active learning
- target domain
- transfer learning
- labeled data
- domain adaptation
- unlabeled data
- source domain
- cross domain
- semi supervised learning
- semi supervised
- learning tasks
- supervised learning
- knowledge transfer
- labeled training data
- training examples
- labeled examples
- training set
- learning algorithm
- training samples
- transfer knowledge
- training data
- test data
- machine learning
- learning process
- co training
- databases
- text categorization
- class labels
- data sources
- test set
- domain specific
- data points
- multiple sources
- reinforcement learning
- information retrieval
- data sets