Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces.
Saeed VahidianMahdi MorafahWeijia WangVyacheslav KungurtsevChen ChenMubarak ShahBill LinPublished in: AAAI (2023)
Keyphrases
- data sets
- data analysis
- data distribution
- data points
- high dimensional data
- original data
- learning algorithm
- data collection
- raw data
- background knowledge
- data sources
- image data
- data processing
- synthetic data
- online learning
- prior knowledge
- high dimensional
- database
- machine learning
- neural network
- data quality
- learning models
- uniformly distributed
- learned models