Client Selection Based on Diversity Scaling for Federated Learning on Non-IID Data.
Yuechao RenAtul SajjanharShang GaoSeng W. LokePublished in: BROADNETS (2022)
Keyphrases
- data sets
- prior knowledge
- data analysis
- raw data
- data sources
- background knowledge
- statistical analysis
- data quality
- data collection
- online learning
- knowledge discovery
- image data
- data points
- synthetic data
- input data
- human experts
- data structure
- learning models
- distributed data
- experimental data
- distributed systems
- learning tasks
- hidden variables
- spatial data
- learning systems
- supervised learning
- probability distribution
- probabilistic model
- data model
- reinforcement learning
- learning algorithm
- data mining
- databases