Enhancing Federated Learning With Server-Side Unlabeled Data by Adaptive Client and Data Selection.
Yang XuLun WangHongli XuJianchun LiuZhiyuan WangLiusheng HuangPublished in: IEEE Trans. Mob. Comput. (2024)
Keyphrases
- unlabeled data
- labeled data
- training data
- prior knowledge
- active learning
- learning algorithm
- data points
- labeled and unlabeled data
- supervised learning
- semi supervised learning
- data sets
- semi supervised
- data sources
- labeled training data
- background knowledge
- data analysis
- reinforcement learning
- training examples
- supervised learning algorithms
- labeled instances
- domain adaptation
- co training
- learning models
- learning problems
- class labels
- learning process
- positive examples
- transfer learning
- training instances
- knowledge discovery
- multi view learning
- partially labeled
- high dimensional
- learning frameworks