FedPD: A Federated Learning Framework with Optimal Rates and Adaptivity to Non-IID Data.
Xinwei ZhangMingyi HongSairaj V. DhopleWotao YinYang LiuPublished in: CoRR (2020)
Keyphrases
- data analysis
- database
- data collection
- data sources
- data sets
- prior knowledge
- distributed data
- raw data
- learning mechanism
- human experts
- input data
- learning algorithm
- synthetic data
- training data
- learning scheme
- high quality
- reinforcement learning
- data distribution
- sensor data
- statistical analysis
- knowledge acquisition
- learning process
- data mining techniques
- image data
- data points
- probability distribution
- data structure
- data model
- online learning
- worst case
- original data
- noisy data
- hidden variables