253 citations · 721 across the 25 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.SI2014★ 34 cited
Stochastic Block Transition Models for Dynamic Networks
Kevin S. Xu
There has been great interest in recent years on statistical models for dynamic networks. In this paper, I propose a stochastic block transition model (SBTM) for dynamic networks t…
stat.ME2014★ 90 cited
Consistent estimation of dynamic and multi-layer block models
Qiuyi Han, Kevin S. Xu, Edoardo M. Airoldi
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…
cs.SI2014★ 253 cited
Dynamic stochastic blockmodels for time-evolving social networks
Kevin S. Xu, Alfred O. Hero
Significant efforts have gone into the development of statistical models for analyzing data in the form of networks, such as social networks. Most existing work has focused on mode…