FedClust: Tackling Data Heterogeneity in Federated Learning through Weight-Driven Client Clustering.
Md Sirajul IslamSimin JavaherianFei XuXu YuanLi ChenNian-Feng TzengPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- data sets
- background knowledge
- high dimensional data
- training data
- data analysis
- image data
- learning algorithm
- high quality
- knowledge acquisition
- knowledge discovery
- data processing
- supervised learning
- synthetic data
- data objects
- spectral clustering
- data quality
- input data
- data points
- data sources
- reinforcement learning
- decision trees
- online learning
- data mining techniques
- probability distribution
- end users
- self organizing maps
- data distribution
- learning models