The Similarity Between Stochastic Kronecker and Chung-Lu Graph Models

@article{Comandur2012TheSB,
  title={The Similarity Between Stochastic Kronecker and Chung-Lu Graph Models},
  author={Seshadhri Comandur and Ali Pinar and T. Kolda},
  journal={ArXiv},
  year={2012},
  volume={abs/1110.4925}
}
  • Seshadhri Comandur, Ali Pinar, T. Kolda
  • Published 2012
  • Computer Science
  • ArXiv
  • The analysis of massive graphs is now becoming a very important part of science and industrial research. [...] Key Result The graph properties of an SKG are extremely close to those of a CL graph generated with the appropriate parameters. Indeed, the final probability matrix used by SKG is almost identical to that of a CL model. This implies that the graph distribution represented by SKG is almost the same as that given by a CL model. We also show that when it comes to fitting real data, CL performs as well as…Expand Abstract

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