Fed-CO2: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning.
Zhongyi CaiYe ShiWei HuangJingya WangPublished in: CoRR (2023)
Keyphrases
- accurate models
- learning models
- experimental data
- prior knowledge
- data sources
- database
- online learning
- data sets
- knowledge acquisition
- hidden variables
- statistical analysis
- real time
- learned models
- distributed data
- knowledge discovery
- data structure
- data collection
- raw data
- high quality
- data analysis
- structured prediction
- database systems
- training data
- learning systems
- synthetic data
- data points
- probability distribution
- privacy preserving
- spatial data
- data distribution
- human experts
- labeled data
- reinforcement learning
- learning environment
- bayesian methods
- multi agent systems
- learning process