WorkerFirst: Worker-Centric Model Selection for Federated Learning in Mobile Edge Computing.
Huawei HuangYang YangPublished in: ICCC (2020)
Keyphrases
- model selection
- statistical learning
- cross validation
- meta learning
- learning algorithm
- bayesian learning
- learning machines
- model selection criteria
- bayesian methods
- learning process
- unsupervised learning
- parameter estimation
- hyperparameters
- generalization error
- regression model
- variable selection
- supervised learning
- statistical inference
- covariate shift
- automatic model selection
- machine learning
- sample size
- mixture model
- error estimation
- marginal likelihood
- prior knowledge