36 citations · 85 across the 23 of their papers we have counts for
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stat.ML2015★ 4 cited
Relative Density and Exact Recovery in Heterogeneous Stochastic Block Models
Amin Jalali, Qiyang Han, Ioana Dumitriu +1
The Stochastic Block Model (SBM) is a widely used random graph model for networks with communities. Despite the recent burst of interest in recovering communities in the SBM from s…
math.ST2015★ 6 cited
Approximation and Estimation of s-Concave Densities via Rényi Divergences
Qiyang Han, Jon A. Wellner
In this paper, we study the approximation and estimation of -concave densities via Rényi divergence. We first show that the approximation of a probability measure by an -…