Identifying Graph Clusters using Variational Inference and links to Covariance Parameterisation

@inproceedings{Barber2009IdentifyingGC,
  title={Identifying Graph Clusters using Variational Inference and links to Covariance Parameterisation},
  author={David Barber},
  year={2009}
}
Finding clusters of well-connected nodes in a graph is useful in many domains, including Social Network, Web and molecular interaction analyses. From a computational viewpoint, finding these clusters or graph communities is a difficult problem. We consider the framework of Clique Matrices to decompose a graph into a set of possibly overlapping clusters… CONTINUE READING