VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates

29 February 2024

Papers citing "VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates"

8 / 8 papers shown

Title
Strong Consistency Guarantees for Clustering High-Dimensional Bipartite Graphs with the Spectral Method Guillaume Braun 53 2 0 14 Apr 2023
A pseudo-likelihood approach to community detection in weighted networks Andressa Cerqueira Elizaveta Levina 80 3 0 10 Mar 2023
Small random initialization is akin to spectral learning: Optimization and generalization guarantees for overparameterized low-rank matrix reconstruction Dominik Stöger Mahdi Soltanolkotabi ODL 61 78 0 28 Jun 2021
Optimal Clustering in Anisotropic Gaussian Mixture Models Xin Chen A. Zhang 49 9 0 14 Jan 2021
Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit Rungang Han Yuetian Luo Miaoyan Wang Anru R. Zhang 79 39 0 18 Dec 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition Bing-Yi Jing Ting Li Zhongyuan Lyu Dong Xia 58 66 0 10 Feb 2020
Statistical and Computational Guarantees of Lloyd's Algorithm and its Variants Yu Lu Harrison H. Zhou 264 109 0 07 Dec 2016
Consistency of spectral clustering in stochastic block models Jing Lei Alessandro Rinaldo 185 607 0 07 Dec 2013