359 citations · 468 across the 8 of their papers we have counts for
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cs.DC2019★ 359 cited
SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead
Wentai Wu, Ligang He, Weiwei Lin +3
Federated learning (FL) has attracted increasing attention as a promising approach to driving a vast number of end devices with artificial intelligence. However, it is very challen…
physics.soc-ph2019★ 1 cited
Graph Hierarchy: A novel approach to understanding hierarchical structures in complex networks
Giannis Moutsinas, Choudhry Shuaib, Weisi Guo +1
Trophic coherence, a measure of a graph's hierarchical organisation, has been shown to be linked to a graph's structural and dynamical aspects such as cyclicity, stability and norm…