IoT Device Friendly and Communication-Efficient Federated Learning via Joint Model Pruning and Quantization.
Pavana PrakashJiahao DingRui ChenXiaoqi QinMinglei ShuQimei CuiYuanxiong GuoMiao PanPublished in: IEEE Internet Things J. (2022)
Keyphrases
- probabilistic model
- learning algorithm
- prior knowledge
- statistical model
- learning process
- supervised learning
- parameter estimation
- computational model
- learning scheme
- learning tasks
- management system
- experimental data
- learning systems
- maximum likelihood
- learning models
- information sharing
- em algorithm
- image quality
- active learning
- computational complexity
- high level
- decision trees