One-Shot Sequential Federated Learning for Non-IID Data by Enhancing Local Model Diversity.
Naibo WangYuchen DengWenjie FengShichen FanJianwei YinSee-Kiong NgPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- learning models
- data sources
- experimental data
- data collection
- learning scheme
- synthetic data
- probabilistic model
- probability distribution
- image data
- learned models
- hidden variables
- learning mechanism
- background knowledge
- learning phase
- data processing
- input data
- learning algorithm
- data analysis
- data structure
- sensory data
- data mining techniques
- human experts
- statistical methods
- distributed data
- test data
- simulation data
- objective function
- computational model
- measured data
- empirical data
- database
- accurate models
- data quality
- prior information
- network structure
- mathematical model
- em algorithm
- online learning
- active learning
- training data
- high level
- data mining