no code implementations • 17 Jan 2024 • Yexin Zhang, Zhongtian Ma, Qiaosheng Zhang, Zhen Wang, Xuelong Li
This paper considers the problem of community detection on multiple potentially correlated graphs from an information-theoretical perspective.
no code implementations • 16 Jan 2024 • Zhongtian Ma, Qiaosheng Zhang, Zhen Wang
Theoretical analyses show that our algorithm succeeds with high probability as long as the sample probability exceeds the aforementioned threshold, and this theoretical result is further validated by synthetic experiments.