100 citations · 221 across the 31 of their papers we have counts for
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cs.SI2018★ 1 cited
Stochastic Block Models with Multiple Continuous Attributes
Natalie Stanley, Thomas Bonacci, Roland Kwitt +2
The stochastic block model (SBM) is a probabilistic model for community structure in networks. Typically, only the adjacency matrix is used to perform SBM parameter inference. In t…
cs.SI2017
Compressing networks with super nodes
Natalie Stanley, Roland Kwitt, Marc Niethammer +1
Community detection is a commonly used technique for identifying groups in a network based on similarities in connectivity patterns. To facilitate community detection in large netw…