24 citations · 33 across the 10 of their papers we have counts for
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cs.LG2021★ 1 cited
Power Allocation for Wireless Federated Learning using Graph Neural Networks
Boning Li, Ananthram Swami, Santiago Segarra
We propose a data-driven approach for power allocation in the context of federated learning (FL) over interference-limited wireless networks. The power policy is designed to maximi…
cs.DS2021★ 1 cited
Co-clustering Vertices and Hyperedges via Spectral Hypergraph Partitioning
Yu Zhu, Boning Li, Santiago Segarra
We propose a novel method to co-cluster the vertices and hyperedges of hypergraphs with edge-dependent vertex weights (EDVWs). In this hypergraph model, the contribution of every v…