FedHiSyn: A Hierarchical Synchronous Federated Learning Framework for Resource and Data Heterogeneity.
Guanghao LiYue HuMiao ZhangJi LiuQuanjun YinYong PengDejing DouPublished in: CoRR (2022)
Keyphrases
- data sources
- data sets
- data processing
- prior knowledge
- learning algorithm
- learning process
- human experts
- data analysis
- data collection
- data quality
- learning systems
- statistical analysis
- knowledge acquisition
- data structure
- data points
- hidden variables
- raw data
- training data
- high quality
- input data
- learning tasks
- learning mechanism
- distributed data
- bayesian methods
- learning scheme
- end users
- information resources
- social networks
- online learning
- database
- experimental data
- background knowledge
- high dimensional
- synthetic data
- high dimensional data
- information sources
- digital libraries
- computer systems