Consistent Spectral Clustering of Network Block Models under Local Differential Privacy

Jonathan Hehir, Aleksandra Slavkovic, Xiaoyue Niu

The stochastic block model (SBM) and degree-corrected block model (DCBM) are network models often selected as the fundamental setting in which to analyze the theoretical properties…