Zongming Ma

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 23

Top Topics

Sparsity Inducing

Hypothesis Test

Community Detection

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Inf. Theory

Publications

Sheng Gao, Zongming Ma
Sparse GCA and Thresholded Gradient Descent. J. Mach. Learn. Res. 24 (2023)
Zongming Ma, Sagnik Nandy
Community Detection With Contextual Multilayer Networks. IEEE Trans. Inf. Theory 69 (5) (2023)
Ji Chen, Xiaodong Li, Zongming Ma
Nonconvex Matrix Completion with Linearly Parameterized Factors. J. Mach. Learn. Res. 23 (2022)
Shuxiao Chen, Sizun Jiang, Zongming Ma, Garry P. Nolan, Bokai Zhu
One-Way Matching of Datasets with Low Rank Signals. CoRR (2022)
Fengnan Gao, Zongming Ma, Hongsong Yuan
Community detection in sparse latent space models. J. Mach. Learn. Res. 23 (2022)
Zongming Ma, Sagnik Nandy
Community Detection with Contextual Multilayer Networks. CoRR (2021)
Sheng Gao, Zongming Ma
Sparse GCA and Thresholded Gradient Descent. CoRR (2021)
Zhuang Ma, Zongming Ma, Hongsong Yuan
Universal Latent Space Model Fitting for Large Networks with Edge Covariates. J. Mach. Learn. Res. 21 (2020)
Shuxiao Chen, Sifan Liu, Zongming Ma
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks. CoRR (2020)
Ji Chen, Xiaodong Li, Zongming Ma
Nonconvex Matrix Completion with Linearly Parameterized Factors. CoRR (2020)
Fengnan Gao, Zongming Ma, Hongsong Yuan
Community detection in sparse latent space models. CoRR (2020)
Jian Ding, Zongming Ma, Yihong Wu, Jiaming Xu
Efficient random graph matching via degree profiles. CoRR (2018)
Debapratim Banerjee, Zongming Ma
Asymptotic normality and analysis of variance of log-likelihood ratios in spiked random matrix models. CoRR (2018)
Chao Gao, Zongming Ma
Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing. CoRR (2018)
Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou
Achieving Optimal Misclassification Proportion in Stochastic Block Models. J. Mach. Learn. Res. 18 (2017)
Debapratim Banerjee, Zongming Ma
Optimal hypothesis testing for stochastic block models with growing degrees. CoRR (2017)
Zhuang Ma, Zongming Ma
Exploration of Large Networks via Fast and Universal Latent Space Model Fitting. CoRR (2017)
Chao Gao, Yu Lu, Zongming Ma, Harrison H. Zhou
Optimal Estimation and Completion of Matrices with Biclustering Structures. J. Mach. Learn. Res. 17 (2016)
Dan Yang, Zongming Ma, Andreas Buja
Rate Optimal Denoising of Simultaneously Sparse and Low Rank Matrices. J. Mach. Learn. Res. 17 (2016)
Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou
Community Detection in Degree-Corrected Block Models. CoRR (2016)
Zongming Ma, Yihong Wu
Volume Ratio, Sparsity, and Minimaxity Under Unitarily Invariant Norms. IEEE Trans. Inf. Theory 61 (12) (2015)
T. Tony Cai, Xiaodong Li, Zongming Ma
Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger Flow. CoRR (2015)
Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou
Achieving Optimal Misclassification Proportion in Stochastic Block Model. CoRR (2015)
Andreas Buja, Zongming Ma, Dan Yang
Optimal denoising of simultaneously sparse and low rank matrices in high dimensions. Allerton (2013)
Zongming Ma, Yihong Wu
Volume Ratio, Sparsity, and Minimaxity under Unitarily Invariant Norms. CoRR (2013)
Zongming Ma, Yihong Wu
Volume ratio, sparsity, and minimaxity under unitarily invariant norms. ISIT (2013)
T. Tony Cai, Zongming Ma, Yihong Wu
Recent results on sparse principle component analysis. CAMSAP (2013)
Zongming Ma, Yihong Wu
Computational Barriers in Minimax Submatrix Detection. CoRR (2013)