10 citations · 24 across the 10 of their papers we have counts for
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stat.ME2023
Network-Adjusted Covariates for Community Detection
Yaofang Hu, Wanjie Wang
Community detection is a crucial task in network analysis that can be significantly improved by incorporating subject-level information, i.e. covariates. However, current methods o…
math.ST2023
Uniform error bound for PCA matrix denoising
Xin T. Tong, Wanjie Wang, Yuguan Wang
Principal component analysis (PCA) is a simple and popular tool for processing high-dimensional data. We investigate its effectiveness for matrix denoising. We consider the clean d…