FedHD: Communication-efficient federated learning from hybrid data.
Haiqing GaoSongyang GeTsung-Hui ChangPublished in: J. Frankl. Inst. (2023)
Keyphrases
- data sets
- prior knowledge
- learning algorithm
- background knowledge
- data sources
- raw data
- high quality
- data acquisition
- data processing
- data collection
- original data
- image data
- training data
- data analysis
- input data
- knowledge acquisition
- data points
- unsupervised learning
- data mining techniques
- synthetic data
- communication channels
- experimental data
- hybrid learning
- feature selection
- human experts
- network structure
- information sharing
- sensor data
- learning process
- learning systems
- statistical analysis