Consistent estimation of dynamic and multi-layer block models

Qiuyi Han, Kevin S. Xu, Edoardo M. Airoldi

Abstract: Significant progress has been made recently on theoretical analysis of estimators for the stochastic block model (SBM). In this paper, we consider the multi-graph SBM, which serves as a foundation ...