Communication-Efficient Federated Learning with Multi-layered Compressed Model Update and Dynamic Weighting Aggregation.
Kaiyang ZhongGuiquan LiuPublished in: CICAI (2) (2021)
Keyphrases
- multi layered
- computational model
- learning models
- prior knowledge
- cost function
- learning phase
- mathematical model
- probabilistic model
- learning algorithm
- semi supervised
- learning tasks
- decision theoretic
- neural learning
- trust model
- learning systems
- connectionist networks
- privileged information
- incremental learning
- parameter estimation
- dynamic environments
- em algorithm
- supervised learning
- learning process
- mobile devices
- data structure
- reinforcement learning