FedScale: Benchmarking Model and System Performance of Federated Learning.
Fan LaiYinwei DaiXiangfeng ZhuMosharaf ChowdhuryPublished in: CoRR (2021)
Keyphrases
- prior knowledge
- high level
- probabilistic model
- mathematical model
- objective function
- learning algorithm
- learning scheme
- learning models
- knowledge acquisition
- conceptual model
- data model
- computational model
- statistical model
- active learning
- machine learning
- computational models
- neural network model
- decision theoretic
- experimental data
- formal model
- data sets
- theoretical analysis
- unsupervised learning
- generative model
- online learning
- supervised learning
- cost function
- support vector
- reinforcement learning
- similarity measure
- genetic algorithm