SIMPLE: Statistical Inference on Membership Profiles in Large Networks

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SIMPLE: Statistical Inference on Membership Profiles in Large Networks

3 October 2019

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Papers citing "SIMPLE: Statistical Inference on Membership Profiles in Large Networks"

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Title
Generalized Grade-of-Membership Estimation for High-dimensional Locally Dependent Data Ling Chen Chengzhu Huang Yuqi Gu 51 0 0 27 Dec 2024
Limit Results for Estimation of Connectivity Matrix in Multi-layer Stochastic Block Models Wenqing Su Xiao Guo Ying Yang 68 0 0 17 Jun 2024
Entry-Wise Eigenvector Analysis and Improved Rates for Topic Modeling on Short Documents Z. T. Ke Jingming Wang 51 1 0 28 May 2024
Hypothesis testing for homogenous of nodes in $β$ -models K. Fu Jianwei Hu Meng Sun 20 0 0 10 Mar 2024
Optimal Nonparametric Inference on Network Effects with Dependent Edges Wenqin Du Yuan Zhang Wen Zhou 94 1 0 05 Jan 2024
Inferences on Mixing Probabilities and Ranking in Mixed-Membership Models Sohom Bhattacharya Jianqing Fan Jikai Hou 54 2 0 29 Aug 2023
An Overview of Asymptotic Normality in Stochastic Blockmodels: Cluster Analysis and Inference Joshua Agterberg Joshua Cape 71 1 0 10 May 2023
SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals Jianqing Fan Yingying Fan Jinchi Lv Fan Yang 116 3 0 31 Oct 2022
Optimal Network Membership Estimation Under Severe Degree Heterogeneity Z. Ke Jingming Wang 32 7 0 26 Apr 2022
Entrywise Estimation of Singular Vectors of Low-Rank Matrices with Heteroskedasticity and Dependence Joshua Agterberg Zachary Lubberts Carey Priebe 99 21 0 27 May 2021
Hypothesis Testing for Equality of Latent Positions in Random Graphs Xinjie Du M. Tang 63 11 0 23 May 2021
Nonparametric Two-Sample Hypothesis Testing for Random Graphs with Negative and Repeated Eigenvalues Joshua Agterberg M. Tang Carey Priebe 62 15 0 17 Dec 2020
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 153 173 0 15 Dec 2020
Combinatorial-Probabilistic Trade-Off: Community Properties Test in the Stochastic Block Models Shuting Shen Junwei Lu 33 0 0 28 Oct 2020
Universal Rank Inference via Residual Subsampling with Application to Large Networks Xiao Han Q. Yang Yingying Fan CML 58 17 0 25 Dec 2019
A Unified Framework for Tuning Hyperparameters in Clustering Problems Xinjie Fan Yuguang Yue Purnamrita Sarkar Y. X. R. Wang 78 2 0 17 Oct 2019
Improvements on SCORE, Especially for Weak Signals Jiashun Jin Z. Ke Shengming Luo 37 23 0 14 Nov 2018