FedClust: Optimizing Federated Learning on Non-IID Data through Weight-Driven Client Clustering.
Md Sirajul IslamSimin JavaherianFei XuXu YuanLi ChenNian-Feng TzengPublished in: CoRR (2024)
Keyphrases
- dimensionality reduction
- high dimensional data
- data points
- original data
- data sets
- multidimensional data
- feature selection
- data objects
- data collection
- database
- learning algorithm
- data sources
- missing data
- decision trees
- labeled data
- clustering method
- federated databases
- data processing
- online learning
- data mining
- prior knowledge
- data structure
- reinforcement learning
- input data
- training data
- learning tasks
- machine learning
- distributed data
- data quality
- clustering algorithm
- data clustering
- raw data
- background knowledge
- synthetic data
- data analysis
- learning process
- image data