16 citations · 23 across the 4 of their papers we have counts for
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math.ST2019★ 6 cited
Universal Rank Inference via Residual Subsampling with Application to Large Networks
Xiao Han, Qing Yang, Yingying Fan
Determining the precise rank is an important problem in many large-scale applications with matrix data exploiting low-rank plus noise models. In this paper, we suggest a universal…
stat.ME2019★ 1 cited
SIMPLE: Statistical Inference on Membership Profiles in Large Networks
Jianqing Fan, Yingying Fan, Xiao Han +1
Network data is prevalent in many contemporary big data applications in which a common interest is to unveil important latent links between different pairs of nodes. Yet a simple f…