An Aggregation-Free Federated Learning for Tackling Data Heterogeneity.
Yuan WangHuazhu FuRenuga KanagaveluQingsong WeiYong LiuRick Siow Mong GohPublished in: CoRR (2024)
Keyphrases
- data sets
- data sources
- database
- data collection
- prior knowledge
- knowledge discovery
- distributed data
- data quality
- reinforcement learning
- data processing
- temporal data
- data mining techniques
- image data
- learning process
- learning models
- original data
- statistical analysis
- raw data
- synthetic data
- learning systems
- background knowledge
- learned models
- data points
- databases
- learning algorithm
- decision trees
- experimental data
- missing data
- information sources
- unsupervised learning
- computer systems
- training data
- high quality
- online learning
- data management