Hybrid Mixed-Membership Blockmodel for Inference on Realistic Network Interactions

摘要

This work proposes a novel hybrid mixed-membership blockmodel (HMMB) that integrates three canonical network models to capture the characteristics of real-world interactions: community structure with mixed-membership, power-law-distributed node degrees, a