CBFL: A Communication-Efficient Federated Learning Framework From Data Redundancy Perspective.
Kaiju LiChunhua XiaoPublished in: IEEE Syst. J. (2022)
Keyphrases
- data sets
- data sources
- data analysis
- prior knowledge
- synthetic data
- learning algorithm
- data processing
- database
- learning process
- data collection
- experimental data
- missing data
- training data
- spatial data
- image data
- data acquisition
- raw data
- redundant data
- original data
- sensor data
- bayesian methods
- distributed data
- learning systems
- lightweight
- statistical analysis
- probability distribution
- active learning
- reinforcement learning
- high quality
- mobile learning
- sensor networks
- data points
- human experts
- noisy data
- learning scheme
- digital libraries