no code implementations • 30 Apr 2024 • Purbesh Mitra, Sennur Ulukus
In this work, we investigate the staleness criteria for such a system, which is a sufficient condition for convergence of individual user models.
no code implementations • 2 Oct 2023 • Purbesh Mitra, Sennur Ulukus
We consider a gossip network, consisting of $n$ nodes, which tracks the information at a source.
no code implementations • 21 Jun 2023 • Purbesh Mitra, Sennur Ulukus
The goal of each client is to converge to the global model, while maintaining timeliness of the clients, i. e., having optimum training iteration time.