The CAMM model with a convex MLE achieves, under a strong and mostly unverified assumption, near-optimal recovery rates for the covariate matrix and the mixed memberships.
Note that X∗TX∗ = Y∗TY∗
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Covariates-Adjusted Mixed-Membership Estimation: A Novel Network Model with Optimal Guarantees
The CAMM model with a convex MLE achieves, under a strong and mostly unverified assumption, near-optimal recovery rates for the covariate matrix and the mixed memberships.