Federated Learning on Non-IID Data Silos: An Experimental Study.
Qinbin LiYiqun DiaoQuan ChenBingsheng HePublished in: ICDE (2022)
Keyphrases
- data sets
- data analysis
- training data
- raw data
- distributed data
- data collection
- experimental data
- learning algorithm
- learning process
- prior knowledge
- database
- background knowledge
- learning systems
- high dimensional data
- data processing
- data sources
- graphical models
- data quality
- original data
- high quality
- spatial data
- synthetic data
- metadata
- bayesian methods
- data mining
- sensor data
- data structure
- privacy preserving
- knowledge discovery
- unsupervised learning
- computer systems
- image data
- supervised learning
- online learning
- data mining techniques
- distributed systems