MDFL: Model-Distance Federated Learning on Non-IID data.
Ze ChenHui TianTianrun GaoLihua LiPublished in: ICCIP (2023)
Keyphrases
- prior knowledge
- learned models
- data sets
- learning models
- data sources
- data analysis
- hidden variables
- learning algorithm
- data quality
- statistical methods
- probability distribution
- probabilistic model
- experimental data
- data structure
- test data
- expert knowledge
- computational model
- input data
- knowledge discovery
- neural network
- training data
- active learning
- accurate models
- learning phase
- distributed data
- empirical data
- learning process
- background knowledge
- data processing
- database
- mathematical model
- missing data
- objective function
- reinforcement learning
- learning tasks
- synthetic data
- similarity measure
- machine learning
- data mining
- learning scheme
- data collection
- distance measure
- data points