165 citations · 244 across the 23 of their papers we have counts for
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math.ST2019★ 3 cited
Persistent Homology of Graph Embeddings
Vinesh Solanki, Patrick Rubin-Delanchy, Ian Gallagher
Popular network models such as the mixed membership and standard stochastic block model are known to exhibit distinct geometric structure when embedded into using…
stat.ML2019★ 1 cited
Spectral embedding of weighted graphs
Ian Gallagher, Andrew Jones, Anna Bertiger +2
When analyzing weighted networks using spectral embedding, a judicious transformation of the edge weights may produce better results. To formalize this idea, we consider the asympt…