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…