Joint Model Pruning and Device Selection for Communication-Efficient Federated Edge Learning.
Shengli LiuGuanding YuRui YinJiantao YuanLei ShenChonghe LiuPublished in: IEEE Trans. Commun. (2022)
Keyphrases
- prior knowledge
- learning scheme
- mathematical model
- learning models
- experimental data
- computational model
- learning systems
- selection mechanism
- learning algorithm
- learning mechanism
- em algorithm
- distributed systems
- supervised learning
- online learning
- learning process
- high level
- learned models
- structured prediction
- learning phase
- similarity measure
- reinforcement learning
- trust model
- objective function
- selection algorithm
- edge detector
- learning tasks
- data acquisition
- active learning
- probabilistic model