Mining Large Graphs: Spectral methods, Tensors and Influence propagation
Christos Faloutsos
June 7, 2013

ABSTRACT

We present large-scale algorithms to find patterns in large graphs. Specifically, we will cover tensors, eigenvalue analysis, some surprising patterns that real graphs exhibit, and recent results on cascades and immunization.

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