Adaptive Model Transfers and Aggregations for Efficient Federated Learning in IoT Edge Systems with Non-IID Data.
Jenn-Wei LinTaewoon KimHung-Jen TuPo-Hsien KuoPublished in: DSIT (2023)
Keyphrases
- prior knowledge
- learning models
- learned models
- experimental data
- management system
- test data
- mathematical model
- sensory data
- probabilistic model
- data sets
- computational model
- learning systems
- data processing
- probability distribution
- data sources
- data analysis
- distributed systems
- data collection
- database
- simulation data
- statistical methods
- data structure
- computer systems
- input data
- background knowledge
- sensor data
- training data
- hidden variables
- bayesian methods
- neural network
- data points
- missing data
- learning process
- learning algorithm
- learning scheme
- measured data