Effects of network topology on the performance of consensus and distributed learning of SVMs using ADMM
Journal article, 2021
Distributed optimization
Convergence
ADMM
SVMs
Expander graphs
Parallel and distributed computing
Machine learning
Author
Shirin Tavara
Chalmers, Computer Science and Engineering (Chalmers), Data Science
Alexander Schliep
University of Gothenburg
PeerJ Computer Science
23765992 (eISSN)
Vol. 7 e397Subject Categories
Telecommunications
Computer Science
Computer Systems
DOI
10.7717/peerj-cs.397
PubMed
33817043