CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization.
Nang Hung NguyenDuc Long NguyenTrong Bang NguyenThanh-Hung NguyenHuy Hieu PhamTruong Thao NguyenPhi Le NguyenPublished in: CoRR (2023)
Keyphrases
- prior knowledge
- knowledge discovery
- raw data
- knowledge acquisition
- background knowledge
- data sets
- human experts
- learning process
- data structure
- data distribution
- learning systems
- learning models
- training data
- data sources
- knowledge base
- data collection
- prior domain knowledge
- input data
- learning algorithm
- data analysis
- domain knowledge
- online learning
- supervised learning
- learning tasks
- unsupervised learning
- knowledge transfer
- data mining techniques
- knowledge management
- high dimensional data
- xml documents
- original data
- spectral clustering
- learned models
- learned knowledge
- previously learned