Decentralized federated learning of deep neural networks on non-iid data.
Noa OnoszkoGustav KarlssonOlof MogrenEdvin Listo ZecPublished in: CoRR (2021)
Keyphrases
- neural network
- data sets
- prior knowledge
- data sources
- raw data
- learning algorithm
- original data
- learning process
- data analysis
- multi agent
- data collection
- knowledge discovery
- background knowledge
- reinforcement learning
- high quality
- training data
- machine learning
- connectionist systems
- learning systems
- data processing
- learning models
- input data
- supervised learning
- database
- end users
- pattern recognition
- cooperative
- probability distribution
- data structure
- learning environment
- databases
- distributed data
- bayesian methods
- data mining
- neural nets
- noisy data
- genetic algorithm
- experimental data
- unsupervised learning
- mobile devices
- data model
- active learning
- data points