Federated learning on non-IID and long-tailed data via dual-decoupling.
Zhaohui WangHongjiao LiJinguo LiRenhao HuBaojin WangPublished in: Frontiers Inf. Technol. Electron. Eng. (2024)
Keyphrases
- data sources
- data sets
- high quality
- prior knowledge
- data analysis
- data collection
- learning algorithm
- data points
- databases
- distributed data
- data quality
- original data
- statistical analysis
- data processing
- data mining techniques
- data structure
- learning environment
- statistical methods
- learning process
- learning systems
- data distribution
- knowledge discovery
- experimental data
- sensor data
- database systems
- learning models
- spatial data
- missing data
- unsupervised learning
- probabilistic model
- probability distribution
- online learning
- input data