On a two-truths phenomenon in spectral graph clustering

Clustering is concerned with coherently grouping observations without any explicit concept of true groupings. Spectral graph clustering—clustering the vertices of a graph based on their spectral embedding—is commonly approached via K-means (or, more generally, Gaussian mixture model) clustering comp...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Proc Natl Acad Sci U S A
Main Authors: Priebe, Carey E., Park, Youngser, Vogelstein, Joshua T., Conroy, John M., Lyzinski, Vince, Tang, Minh, Athreya, Avanti, Cape, Joshua, Bridgeford, Eric
Format: Artigo
Jezik:Inglês
Izdano: National Academy of Sciences 2019
Teme:
Physical Sciences
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6442630/
https://ncbi.nlm.nih.gov/pubmed/30850525
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1814462116
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