FedSCD: Federated Learning with Semi-centralization, Discrepancy-Awareness and Dual-Model Collaboration.
Changji WangCanjie PanQingqing GanZhen LiuNing LiuJingjing ZhangPublished in: ACISP (3) (2024)
Keyphrases
- learning algorithm
- learning scheme
- prior knowledge
- probabilistic model
- computational model
- learning models
- machine learning
- management system
- high level
- supervised learning
- hierarchical dirichlet processes
- automatically learned
- technology enhanced learning
- decision theoretic
- learning problems
- knowledge acquisition
- mathematical model
- statistical model
- experimental data
- learning tasks
- theoretical framework
- objective function
- probability distribution
- parameter estimation
- online learning
- distributed systems