Federated Learning Client Selection Mechanism Under System and Data Heterogeneity.
Fan XinJinghui ZhangJunzhou LuoFang DongPublished in: CSCWD (2022)
Keyphrases
- selection mechanism
- data sets
- original data
- learning process
- database
- raw data
- prior knowledge
- data collection
- learning algorithm
- image data
- data sources
- data analysis
- reinforcement learning
- training data
- client server
- human experts
- missing data
- data processing
- supervised learning
- data structure
- statistical analysis
- synthetic data
- knowledge acquisition
- background knowledge
- spatial data
- data mining techniques
- data mining
- noisy data
- data quality
- distributed data
- machine learning