Near-Term Quantum-Computing-Inspired Sampling for Community Detection in Low-Modularity Graphs

Joseph Geraci, Luca Pani

Low modularity networks (Q < 0.2) challenge classical community detection algorithms, which get trapped in local optima. We introduce quantum inspired community detection algorithm…