## Statistical challenges of high-dimensional data.

- Iain M Johnstone, D Michael Titterington
- Philosophical transactions. Series A…
- 2009

@inproceedings{Barber2009IdentifyingGC, title={Identifying Graph Clusters using Variational Inference and links to Covariance Parameterisation}, author={David Barber}, year={2009} }

- Published 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

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