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…
stat.ML2020★ 3 cited
Community detection in sparse latent space models
Fengnan Gao, Zongming Ma, Hongsong Yuan
We show that a simple community detection algorithm originated from stochastic blockmodel literature achieves consistency, and even optimality, for a broad and flexible class of sp…
stat.ML2018★ 21 cited
Efficient random graph matching via degree profiles
Jian Ding, Zongming Ma, Yihong Wu +1
Random graph matching refers to recovering the underlying vertex correspondence between two random graphs with correlated edges; a prominent example is when the two random graphs a…