48 citations · 165 across the 24 of their papers we have counts for
4 papers · 1 filter
Large deviations and exact asymptotics for constrained exponential random graphs
Mei Yin
We present a technique for approximating generic normalization constants subject to constraints. The method is then applied to derive the exact asymptotics for the conditional norm…
Reciprocity in directed networks
Mei Yin, Lingjiong Zhu
Reciprocity is an important characteristic of directed networks and has been widely used in the modeling of World Wide Web, email, social, and other complex networks. In this paper…
Asymptotics for Sparse Exponential Random Graph Models
Mei Yin, Lingjiong Zhu
We study the asymptotics for sparse exponential random graph models where the parameters may depend on the number of vertices of the graph. We obtain exact estimates for the mean a…
On the asymptotics of constrained exponential random graphs
Richard Kenyon, Mei Yin
The unconstrained exponential family of random graphs assumes no prior knowledge of the graph before sampling, but it is natural to consider situations where partial information ab…