Enhancing Federated Learning with In-Cloud Unlabeled Data.
Lun WangYang XuHongli XuJianchun LiuZhiyuan WangLiusheng HuangPublished in: ICDE (2022)
Keyphrases
- unlabeled data
- supervised learning
- active learning
- labeled data
- learning algorithm
- semi supervised
- labeled and unlabeled data
- semi supervised learning
- domain adaptation
- prior knowledge
- learning problems
- multi view learning
- text classification
- supervised learning algorithms
- learning process
- co training
- positive examples
- semi supervised classification
- sample selection bias
- learning tasks
- unlabeled images
- training examples
- weakly supervised
- labeled instances
- learning frameworks
- small set of labeled
- labeling effort
- partially labeled data
- machine learning
- labeled examples
- inductive inference
- learning models
- transfer learning
- background knowledge
- text categorization
- data points
- training data
- information retrieval