337 citations · 1.6k across the 34 of their papers we have counts for
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stat.ML2021★ 3 cited
Sparse GCA and Thresholded Gradient Descent
Sheng Gao, Zongming Ma
Generalized correlation analysis (GCA) is concerned with uncovering linear relationships across multiple datasets. It generalizes canonical correlation analysis that is designed fo…
math.ST2021★ 4 cited
Community Detection with Contextual Multilayer Networks
Zongming Ma, Sagnik Nandy
In this paper, we study community detection when we observe sparse networks and a high dimensional covariate matrix, all encoding the same community structure among subject…
math.PR2021★ 8 cited
Sample canonical correlation coefficients of high-dimensional random vectors with finite rank correlations
Zongming Ma, Fan Yang
Consider two random vectors and of the forms $\widetilde{\mathbf x}=A\mathbf z+\mathbf C_1^{1/2}\mat…