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20232026
most citedEnergy-Efficient Federated Edge Learning with Streaming Data: A Lyapunov Optimization Approach

11 citations · 13 across the 10 of their papers we have counts for

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2 papers · 1 filter

cs.IT2023★ 1 cited

Detecting Active Attacks in Over-the-Air Computation using Dummy Samples

David Nordlund, Zheng Chen, Erik G. Larsson

Over-the-Air (OtA) computation is a newly emerged concept for computing functions of data from distributed nodes by taking advantage of the wave superposition property of wireless…

cs.LG2023

Decentralized Learning over Wireless Networks with Broadcast-Based Subgraph Sampling

Daniel Pérez Herrera, Zheng Chen, Erik G. Larsson

This work centers on the communication aspects of decentralized learning over wireless networks, using consensus-based decentralized stochastic gradient descent (D-SGD). Considerin…