Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity.
Xuefeng HanJun LiWen ChenZhen MeiKang WeiMing DingH. Vincent PoorPublished in: CoRR (2023)
Keyphrases
- data sets
- data analysis
- statistical analysis
- data points
- learning models
- data structure
- background knowledge
- data sources
- database
- data collection
- data acquisition
- learning systems
- synthetic data
- online learning
- data processing
- input data
- training data
- prior knowledge
- sensor data
- spatial data
- high quality
- raw data
- network connectivity
- correlation analysis
- empirical data
- original data
- data distribution
- wireless sensor networks
- image data
- information sources
- knowledge acquisition