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20152026
most citedCoded Computing for Low-Latency Federated Learning over Wireless Edge Networks

99 citations · 188 across the 22 of their papers we have counts for

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cs.LG2026

Federated Hyperdimensional Computing for Resource-Constrained Industrial IoT

Nikita Zeulin, Olga Galinina, Nageen Himayat +1

In the Industrial Internet of Things (IIoT) systems, edge devices often operate under strict constraints in memory, compute capability, and wireless bandwidth. These limitations ch…

cs.LG2026

Large-Margin Hyperdimensional Computing: A Learning-Theoretical Perspective

Nikita Zeulin, Olga Galinina, Ravikumar Balakrishnan +2

Overparameterized machine learning (ML) methods such as neural networks may be prohibitively resource intensive for devices with limited computational capabilities. Hyperdimensiona…