Analysis and Optimization of Model Aggregation Performance in Federated Learning.
Huiyuan YangTian DingXiaojun YuanPublished in: ICC (2023)
Keyphrases
- learning algorithm
- computational model
- statistical model
- probabilistic model
- theoretical analysis
- experimental data
- learning process
- parameter estimation
- management system
- learning scheme
- learning models
- learning mechanism
- multi objective
- high level
- optimization model
- aggregation operators
- automatically learned
- neural nets
- knowledge acquisition
- probability distribution
- hidden markov models
- prior knowledge
- decision trees