Joint Top-K Sparsification and Shuffle Model for Communication-Privacy-Accuracy Tradeoffs in Federated-Learning-Based IoV.
Kangkang SunHansong XuKun HuaXi LinGaolei LiTigang JiangJianhua LiPublished in: IEEE Internet Things J. (2024)
Keyphrases
- learning scheme
- experimental data
- prior knowledge
- mathematical model
- learning algorithm
- active learning
- probabilistic model
- probability distribution
- learning models
- high level
- neural network
- formal model
- information sharing
- learning phase
- learning mechanism
- statistical model
- computational model
- prediction accuracy
- em algorithm
- high accuracy
- computational cost
- learning process
- mobile devices