Statistical Estimation and Inference via Local SGD in Federated Learning.
Xiang LiJiadong LiangXiangyu ChangZhihua ZhangPublished in: CoRR (2021)
Keyphrases
- statistical estimation
- learning algorithm
- inference process
- knowledge acquisition
- prior knowledge
- learning process
- supervised learning
- online learning
- expert systems
- unsupervised learning
- learning systems
- decision theoretic
- active learning
- data sources
- least squares
- learning styles
- learning problems
- inductive inference
- reinforcement learning
- neural network