1 code implementation • 3 Feb 2024 • Tuan-Anh Nguyen, Nguyen Kim Thang, Denis Trystram
Learning at the edges has become increasingly important as large quantities of data are continually generated locally.
no code implementations • 30 Oct 2022 • Tuan-Anh Nguyen, Nguyen Kim Thang, Denis Trystram
Decentralized learning has been studied intensively in recent years motivated by its wide applications in the context of federated learning.
no code implementations • 31 Jul 2022 • Angan Mitra, Nguyen Kim Thang, Tuan-Anh Nguyen, Denis Trystram, Paul Youssef
The design of decentralized learning algorithms is important in the fast-growing world in which data are distributed over participants with limited local computation resources and communication.