An asynchronous federated learning focusing on updated models for decentralized systems with a practical framework.
Yusuke KanamoriYusuke YamasakiShintaro HosoaiHiroshi NakamuraHideki TakasePublished in: COMPSAC (2023)
Keyphrases
- learning systems
- distributed systems
- learning process
- probabilistic model
- learning frameworks
- learning models
- complex systems
- modeling framework
- learned models
- learning mechanism
- dynamic bayesian networks
- learning problems
- bayesian framework
- learning scheme
- physical systems
- prior knowledge
- latent variable models
- multi agent
- statistical machine learning
- design principles
- accurate models
- learning paradigms
- learning rules
- learning tasks
- computational models
- neural network
- computer systems
- knowledge acquisition
- online learning
- peer to peer
- supervised learning
- data sources
- expert systems
- digital libraries
- training data
- learning algorithm