Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence.
Yuki TakezawaRyoma SatoHan BaoKenta NiwaMakoto YamadaPublished in: CoRR (2023)
Keyphrases
- learning systems
- online learning
- learning process
- learning algorithm
- prior knowledge
- cooperative
- supervised learning
- information sharing
- graph theory
- probabilistic model
- graphical models
- distributed systems
- knowledge acquisition
- random walk
- neural network
- learning problems
- graph model
- graph representation
- human computer