Efficient Federated Learning with Smooth Aggregation for Non-IID Data from Multiple Edges.
Qianru WangQingyang LiBin GuoJiangtao CuiPublished in: ICASSP (2024)
Keyphrases
- data analysis
- image data
- data sets
- data sources
- prior knowledge
- raw data
- learning algorithm
- data quality
- reinforcement learning
- training data
- feature selection
- multiple tasks
- original data
- supervised learning
- synthetic data
- labeled data
- distributed data
- computer systems
- social networks
- high quality
- probability distribution
- active learning
- data structure
- missing data
- databases
- data objects
- learning process
- network structure
- experimental data
- sensor data
- knowledge discovery
- xml documents
- high dimensional data
- statistical analysis
- data processing
- online learning
- distributed systems