Data Selection for Efficient Model Update in Federated Learning.
Hongrui ShiValentin RaduPublished in: CoRR (2021)
Keyphrases
- prior knowledge
- input data
- experimental data
- learning models
- data sources
- learned models
- mathematical model
- computational model
- data sets
- simulation data
- bayesian methods
- data analysis
- learning process
- probability distribution
- data collection
- learning algorithm
- accurate models
- probabilistic model
- high level
- empirical data
- network structure
- sensory data
- measured data
- database
- learning mechanism
- machine learning
- feature space
- data structure
- training data
- data points
- data processing
- learning phase
- social networks
- predictive model
- test data
- data distribution
- hidden variables
- databases
- expert knowledge
- data quality
- human experts
- learning tasks