FedScale: Benchmarking Model and System Performance of Federated Learning at Scale.
Fan LaiYinwei DaiSanjay Sri Vallabh SingapuramJiachen LiuXiangfeng ZhuHarsha V. MadhyasthaMosharaf ChowdhuryPublished in: ICML (2022)
Keyphrases
- learning scheme
- learning models
- prior knowledge
- theoretical framework
- computational model
- theoretical analysis
- learning algorithm
- learning process
- probabilistic model
- machine learning
- learning phase
- statistical model
- learning systems
- neural network
- management system
- probability distribution
- mathematical model
- digital libraries
- experimental data
- formal model
- training data
- high level
- inductive inference
- learning mechanism
- connectionist networks
- automatically learned