15 citations · 25 across the 7 of their papers we have counts for
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cs.SI2024★ 1 cited
Fast nonparametric inference of network backbones for weighted graph sparsification
Alec Kirkley
Network backbones provide useful sparse representations of weighted networks by keeping only their most important links, permitting a range of computational speedups and simplifyin…
physics.soc-ph2024★ 15 cited
Network mutual information measures for graph similarity
Helcio Felippe, Federico Battiston, Alec Kirkley
A wide range of tasks in network analysis, such as clustering network populations or identifying anomalies in temporal graph streams, require a measure of the similarity between tw…