A spectral estimator for the homophily parameter in large stochastic blockmodels with discrete covariates is asymptotically normal, scales better than variational EM, and detects homophily in Facebook data.
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Spectral inference for large Stochastic Blockmodels with nodal covariates
A spectral estimator for the homophily parameter in large stochastic blockmodels with discrete covariates is asymptotically normal, scales better than variational EM, and detects homophily in Facebook data.