no code implementations • 21 Dec 2023 • Shengyu Cao, Simai He, Ruoqing Jiang, Jin Xu, Hongsong Yuan
The linear program leads to a two-stage algorithm that can achieve good theoretical properties.
no code implementations • 4 Aug 2020 • Fengnan Gao, Zongming Ma, Hongsong Yuan
We show that a simple community detection algorithm originated from stochastic blockmodel literature achieves consistency, and even optimality, for a broad and flexible class of sparse latent space models.