Enhancing Decentralized Federated Learning for Non-IID Data on Heterogeneous Devices.
Min ChenYang XuHongli XuLiusheng HuangPublished in: ICDE (2023)
Keyphrases
- prior knowledge
- data analysis
- distributed data
- image data
- data sources
- knowledge acquisition
- background knowledge
- mobile devices
- data collection
- database
- knowledge discovery
- cooperative
- statistical analysis
- synthetic data
- spatial data
- data distribution
- learning models
- data sets
- data mining techniques
- data points
- digital libraries
- multi agent
- database systems
- supervised learning
- data processing
- data structure
- missing data
- reinforcement learning
- high quality
- experimental data
- training data
- data quality
- machine learning
- heterogeneous data