10 citations · 17 across the 6 of their papers we have counts for
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cs.LG2018★ 1 cited
Guided Graph Spectral Embedding: Application to the C. elegans Connectome
Miljan Petrović, Thomas A. W. Bolton, Maria Giulia Preti +2
Graph spectral analysis can yield meaningful embeddings of graphs by providing insight into distributed features not directly accessible in nodal domain. Recent efforts in graph si…
cs.LG2017★ 4 cited
Guiding Network Analysis using Graph Slepians: An Illustration for the C. Elegans Connectome
Dimitri Van De Ville, Robin Demesmaeker, Maria Giulia Preti
Spectral approaches of network analysis heavily rely upon the eigendecomposition of the graph Laplacian. For instance, in graph signal processing, the Laplacian eigendecomposition…