FAST: Enhancing Federated Learning Through Adaptive Data Sampling and Local Training.
Zhiyuan WangHongli XuYang XuZhida JiangJianchun LiuSuo ChenPublished in: IEEE Trans. Parallel Distributed Syst. (2024)
Keyphrases
- end users
- learning algorithm
- learning models
- supervised learning
- data sets
- synthetic data
- data collection
- knowledge acquisition
- text classification
- image data
- active learning
- data structure
- database
- prior knowledge
- training set
- data analysis
- training examples
- learning systems
- background knowledge
- learning tasks
- raw data
- distributed data