Robust Federated Learning for Heterogeneous Model and Data.
Hussain Ahmad MadniRao Muhammad UmerGian Luca ForestiPublished in: Int. J. Neural Syst. (2024)
Keyphrases
- prior knowledge
- data sets
- learned models
- learning models
- mathematical model
- accurate models
- experimental data
- measured data
- hidden variables
- data structure
- data analysis
- simulation data
- probabilistic model
- distributed data
- sensor data
- test data
- prior information
- online learning
- data sources
- empirical data
- learning scheme
- learning phase
- sensory data
- objective function
- database
- digital libraries
- computational model
- synthetic data
- learning process
- training data
- probability distribution
- data processing
- feature space
- neural network
- learning mechanism
- knowledge discovery
- bayesian methods
- image data
- background knowledge
- generative model
- e learning
- expert knowledge
- high dimensional data
- human experts
- learning tasks
- learning systems
- similarity measure