Covariates-Adjusted Mixed-Membership Estimation: A Novel Network Model with Optimal Guarantees

Jianqing Fan, Jiawei Ge, Jikai Hou

This paper addresses the problem of mixed-membership estimation in networks, where the goal is to efficiently estimate the latent mixed-membership structure from the observed netwo…