39 citations · 141 across the 34 of their papers we have counts for
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stat.ML2021
Amplitude Mean of Functional Data on
Zhengwu Zhang, Bayan Saparbayeva
Manifold-valued functional data analysis (FDA) recently becomes an active area of research motivated by the raising availability of trajectories or longitudinal data observed on no…
stat.ML2019
Auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets
Meimei Liu, Zhengwu Zhang, David B. Dunson
There has been huge interest in studying human brain connectomes inferred from different imaging modalities and exploring their relationship with human traits, such as cognition. B…
stat.ML2015
Bayesian Clustering of Shapes of Curves
Zhengwu Zhang, Debdeep Pati, Anuj Srivastava
Unsupervised clustering of curves according to their shapes is an important problem with broad scientific applications. The existing model-based clustering techniques either rely o…