337 citations · 1.6k across the 34 of their papers we have counts for
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math.ST2017★ 34 cited
Optimal hypothesis testing for stochastic block models with growing degrees
Debapratim Banerjee, Zongming Ma
The present paper considers testing an Erdos--Renyi random graph model against a stochastic block model in the asymptotic regime where the average degree of the graph grows with th…
stat.ME2017★ 12 cited
Exploration of Large Networks with Covariates via Fast and Universal Latent Space Model Fitting
Zhuang Ma, Zongming Ma
Latent space models are effective tools for statistical modeling and exploration of network data. These models can effectively model real world network characteristics such as degr…