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stat.ME2021★ 1 cited
Impact of regularization on spectral clustering under the mixed membership stochastic block model
Huan Qing, Jingli Wang
Mixed membership community detection is a challenge problem in network analysis. To estimate the memberships and study the impact of regularized spectral clustering under the mixed…
stat.ME2020
Model detection and variable selection for mode varying coefficient model
Xuejun Ma, Yue Du, Jingli Wang
Varying coefficient model is often used in statistical modeling since it is more flexible than the parametric model. However, model detection and variable selection of varying coef…