SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead.
Minsu KimWalid SaadMérouane DebbahChoong Seon HongPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- prior knowledge
- accurate models
- learning process
- online learning
- learning problems
- learned models
- learning rules
- learning models
- reinforcement learning
- neural nets
- classification models
- learning tasks
- learning systems
- knowledge acquisition
- background knowledge
- communication networks
- unsupervised learning
- communication cost
- supervised learning
- structured prediction
- probabilistic model
- learning environment