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20212026
most citedHierarchical clustering with dot products recovers hidden tree structure

2 citations · 7 across the 7 of their papers we have counts for

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stat.ME2022

Spectral embedding and the latent geometry of multipartite networks

Alexander Modell, Ian Gallagher, Joshua Cape +1

Spectral embedding finds vector representations of the nodes of a network, based on the eigenvectors of a properly constructed matrix, and has found applications throughout science…

stat.ME2021★ 2 cited

Spectral clustering under degree heterogeneity: a case for the random walk Laplacian

Alexander Modell, Patrick Rubin-Delanchy

This paper shows that graph spectral embedding using the random walk Laplacian produces vector representations which are completely corrected for node degree. Under a generalised r…