Hierarchical Federated Learning with Adaptive Clustering on Non-IID Data.
Yuqing TianZhaoyang ZhangZhaohui YangRicheng JinPublished in: GLOBECOM (2022)
Keyphrases
- data sets
- data points
- unsupervised learning
- learning process
- data sources
- prior knowledge
- data collection
- background knowledge
- data analysis
- learning algorithm
- spatial data
- data quality
- data processing
- high dimensional data
- database
- original data
- data structure
- training data
- data distribution
- learning tasks
- synthetic data
- spectral clustering
- multidimensional data
- image data
- knowledge discovery
- probability distribution
- high quality
- data mining techniques
- missing data
- self organizing maps
- end users
- active learning
- digital libraries
- reinforcement learning
- categorical data
- data mining tasks
- decision trees