118 citations · 602 across the 43 of their papers we have counts for
Showing 2021 · stat.MLShow all
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stat.ML2021★ 1 cited
Classification of high-dimensional data with spiked covariance matrix structure
Yin-Jen Chen, Minh Tang
We study the classification problem for high-dimensional data with observations on features where the covariance matrix exhibits a spiked eigenvalue struct…
stat.ML2021★ 9 cited
Popularity Adjusted Block Models are Generalized Random Dot Product Graphs
John Koo, Minh Tang, Michael W. Trosset
We connect two random graph models, the Popularity Adjusted Block Model (PABM) and the Generalized Random Dot Product Graph (GRDPG), by demonstrating that the PABM is a special cas…
stat.ML2021★ 6 cited
Exact Recovery of Community Structures Using DeepWalk and Node2vec
Yichi Zhang, Minh Tang
Random-walk based network embedding algorithms like DeepWalk and node2vec are widely used to obtain Euclidean representation of the nodes in a network prior to performing downstrea…