Zongming Ma

According to our database, Zongming Ma authored at least 22 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Community Detection With Contextual Multilayer Networks.

Zongming Ma, Sagnik Nandy

IEEE Trans. Inf. Theory, May, 2023

Sparse GCA and Thresholded Gradient Descent.

Sheng Gao, Zongming Ma

J. Mach. Learn. Res., 2023

2022

Community detection in sparse latent space models.

Fengnan Gao, Zongming Ma, Hongsong Yuan

J. Mach. Learn. Res., 2022

Nonconvex Matrix Completion with Linearly Parameterized Factors.

Ji Chen, Xiaodong Li, Zongming Ma

J. Mach. Learn. Res., 2022

One-Way Matching of Datasets with Low Rank Signals.

Shuxiao Chen, Sizun Jiang, Zongming Ma, Garry P. Nolan, Bokai Zhu

CoRR, 2022

2020

Universal Latent Space Model Fitting for Large Networks with Edge Covariates.

Zhuang Ma, Zongming Ma, Hongsong Yuan

J. Mach. Learn. Res., 2020

Global and Individualized Community Detection in Inhomogeneous Multilayer Networks.

Shuxiao Chen, Sifan Liu, Zongming Ma

CoRR, 2020

2018

Efficient random graph matching via degree profiles.

Jian Ding, Zongming Ma, Yihong Wu, Jiaming Xu

CoRR, 2018

Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing.

Chao Gao, Zongming Ma

CoRR, 2018

Asymptotic normality and analysis of variance of log-likelihood ratios in spiked random matrix models.

Debapratim Banerjee, Zongming Ma

CoRR, 2018

2017

Achieving Optimal Misclassification Proportion in Stochastic Block Models.

Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou

J. Mach. Learn. Res., 2017

Exploration of Large Networks via Fast and Universal Latent Space Model Fitting.

Zhuang Ma, Zongming Ma

CoRR, 2017

Optimal hypothesis testing for stochastic block models with growing degrees.

Debapratim Banerjee, Zongming Ma

CoRR, 2017

2016

Rate Optimal Denoising of Simultaneously Sparse and Low Rank Matrices.

Dan Yang, Zongming Ma, Andreas Buja

J. Mach. Learn. Res., 2016

Optimal Estimation and Completion of Matrices with Biclustering Structures.

Chao Gao, Yu Lu, Zongming Ma, Harrison H. Zhou

J. Mach. Learn. Res., 2016

Community Detection in Degree-Corrected Block Models.

Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou

CoRR, 2016

2015

Volume Ratio, Sparsity, and Minimaxity Under Unitarily Invariant Norms.

Zongming Ma, Yihong Wu

IEEE Trans. Inf. Theory, 2015

Achieving Optimal Misclassification Proportion in Stochastic Block Model.

Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou

CoRR, 2015

Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger Flow.

T. Tony Cai, Xiaodong Li, Zongming Ma

CoRR, 2015

2013

Computational Barriers in Minimax Submatrix Detection.

Zongming Ma, Yihong Wu

CoRR, 2013

Recent results on sparse principle component analysis.

T. Tony Cai, Zongming Ma, Yihong Wu

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Optimal denoising of simultaneously sparse and low rank matrices in high dimensions.

Andreas Buja, Zongming Ma, Dan Yang

Proceedings of the 51st Annual Allerton Conference on Communication, 2013