FedPIA: Parameter Importance-Based Optimized Federated Learning to Efficiently Process Non-IID Data on Consumer Electronic Devices.
Yan ZengYuyu YinJilin ZhangMeiting XueHonghao GaoPublished in: IEEE Trans. Consumer Electron. (2024)
Keyphrases
- data sets
- data sources
- data analysis
- redundant data
- database
- data collection
- data structure
- learning tasks
- experimental data
- knowledge acquisition
- data processing
- original data
- noisy data
- training data
- learning models
- supervised learning
- bayesian methods
- knowledge discovery
- high quality
- learning systems
- data quality
- distributed data
- electronic devices
- learning algorithm
- human experts
- sensor data
- background knowledge
- synthetic data
- data mining techniques
- image data
- end users
- learning process
- reinforcement learning