4 citations · 5 across the 2 of their papers we have counts for
4 papers
Distributed Fair Scheduling for Information Exchange in Multi-Agent Systems
Majid Raeis, S. Jamaloddin Golestani
Information exchange is a crucial component of many real-world multi-agent systems. However, the communication between the agents involves two major challenges: the limited bandwid…
Order Optimal One-Shot Distributed Learning
Arsalan Sharifnassab, Saber Salehkaleybar, S. Jamaloddin Golestani
We consider distributed statistical optimization in one-shot setting, where there are machines each observing i.i.d. samples. Based on its observed samples, each machine th…
One-Shot Federated Learning: Theoretical Limits and Algorithms to Achieve Them
Saber Salehkaleybar, Arsalan Sharifnassab, S. Jamaloddin Golestani
We consider distributed statistical optimization in one-shot setting, where there are machines each observing i.i.d. samples. Based on its observed samples, each machine se…
Fluctuation Bounds for the Max-Weight Policy, with Applications to State Space Collapse
Arsalan Sharifnassab, John N. Tsitsiklis, S. Jamaloddin Golestani
We consider a multi-hop switched network operating under a Max-Weight (MW) scheduling policy, and show that the distance between the queue length process and a fluid solution remai…