Scaling up Dynamic Edge Partition Models via Stochastic Gradient MCMC

Sikun Yang, Heinz Koeppl

The edge partition model (EPM) is a generative model for extracting an overlapping community structure from static graph-structured data. In the EPM, the gamma process (GaP) prior…