most citedMulti-Armed Bandit Based Client Scheduling for Federated Learning

313 citations · 313 across the 2 of their papers we have counts for

collaborators

3 papers

math.ST2021

Joint Network Topology Inference via Structured Fusion Regularization

Yanli Yuan, De Wen Soh, Xiao Yang +2

Joint network topology inference represents a canonical problem of jointly learning multiple graph Laplacian matrices from heterogeneous graph signals. In such a problem, a widely…

cs.IT2021

Let's Share VMs: Optimal Placement and Pricing across Base Stations in MEC Systems

Marie Siew, Kun Guo, Desmond Cai +2

In mobile edge computing (MEC) systems, users offload computationally intensive tasks to edge servers at base stations. However, with unequal demand across the network, there might…

cs.IT2020★ 313 cited

Multi-Armed Bandit Based Client Scheduling for Federated Learning

Wenchao Xia, Tony Q. S. Quek, Kun Guo +3

By exploiting the computing power and local data of distributed clients, federated learning (FL) features ubiquitous properties such as reduction of communication overhead and pres…