Prefer a chat interface with context about you and your work?
Scalable detection of statistically significant communities and hierarchies, using message passing for modularity
Significance Most work on community detection does not address the issue of statistical significance, and many algorithms are prone to overfitting. We address this using tools from statistical physics. Rather than trying to find the partition of a network that maximizes the modularity, our approach seeks the consensus of many …