A non-asymptotic bound is proven for spectral clustering misclustering error in dependent community Hawkes models, and a fast GMM estimator for a restricted model is shown to be consistent.
Global and individualized community detection in inhomogeneous multilayer networks
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Spectral clustering for dependent community Hawkes process models of temporal networks
A non-asymptotic bound is proven for spectral clustering misclustering error in dependent community Hawkes models, and a fast GMM estimator for a restricted model is shown to be consistent.