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ORCIDZongming Ma
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2020 – today
- 2023
[j9]Sheng Gao, Zongming Ma:
Sparse GCA and Thresholded Gradient Descent. J. Mach. Learn. Res. 24: 135:1-135:61 (2023)- [j8]Zongming Ma
, Sagnik Nandy:
Community Detection With Contextual Multilayer Networks. IEEE Trans. Inf. Theory 69(5): 3203-3239 (2023) - 2022
- [j7]Ji Chen, Xiaodong Li, Zongming Ma:
Nonconvex Matrix Completion with Linearly Parameterized Factors. J. Mach. Learn. Res. 23: 207:1-207:35 (2022) - [j6]Fengnan Gao, Zongming Ma, Hongsong Yuan:
Community detection in sparse latent space models. J. Mach. Learn. Res. 23: 322:1-322:50 (2022) - [i16]Shuxiao Chen, Sizun Jiang, Zongming Ma, Garry P. Nolan, Bokai Zhu:
One-Way Matching of Datasets with Low Rank Signals. CoRR abs/2204.13858 (2022) - 2021
- [i15]Zongming Ma, Sagnik Nandy:
Community Detection with Contextual Multilayer Networks. CoRR abs/2104.02960 (2021) - [i14]Sheng Gao, Zongming Ma:
Sparse GCA and Thresholded Gradient Descent. CoRR abs/2107.00371 (2021) - 2020
- [j5]Zhuang Ma, Zongming Ma, Hongsong Yuan:
Universal Latent Space Model Fitting for Large Networks with Edge Covariates. J. Mach. Learn. Res. 21: 4:1-4:67 (2020) - [i13]Ji Chen, Xiaodong Li, Zongming Ma:
Nonconvex Matrix Completion with Linearly Parameterized Factors. CoRR abs/2003.13153 (2020) - [i12]Fengnan Gao, Zongming Ma, Hongsong Yuan:
Community detection in sparse latent space models. CoRR abs/2008.01375 (2020) - [i11]Shuxiao Chen, Sifan Liu, Zongming Ma:
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks. CoRR abs/2012.00933 (2020)
2010 – 2019
- 2018
- [i10]Debapratim Banerjee, Zongming Ma:
Asymptotic normality and analysis of variance of log-likelihood ratios in spiked random matrix models. CoRR abs/1804.00567 (2018) - [i9]Chao Gao, Zongming Ma:
Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing. CoRR abs/1811.06055 (2018) - [i8]Jian Ding, Zongming Ma, Yihong Wu, Jiaming Xu:
Efficient random graph matching via degree profiles. CoRR abs/1811.07821 (2018) - 2017
- [j4]Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou:
Achieving Optimal Misclassification Proportion in Stochastic Block Models. J. Mach. Learn. Res. 18: 60:1-60:45 (2017) - [i7]Zhuang Ma, Zongming Ma:
Exploration of Large Networks via Fast and Universal Latent Space Model Fitting. CoRR abs/1705.02372 (2017) - [i6]Debapratim Banerjee, Zongming Ma:
Optimal hypothesis testing for stochastic block models with growing degrees. CoRR abs/1705.05305 (2017) - 2016
- [j3]Dan Yang, Zongming Ma, Andreas Buja:
Rate Optimal Denoising of Simultaneously Sparse and Low Rank Matrices. J. Mach. Learn. Res. 17: 92:1-92:27 (2016) - [j2]Chao Gao, Yu Lu, Zongming Ma, Harrison H. Zhou:
Optimal Estimation and Completion of Matrices with Biclustering Structures. J. Mach. Learn. Res. 17: 161:1-161:29 (2016) - [i5]Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou:
Community Detection in Degree-Corrected Block Models. CoRR abs/1607.06993 (2016) - 2015
- [j1]Zongming Ma, Yihong Wu:
Volume Ratio, Sparsity, and Minimaxity Under Unitarily Invariant Norms. IEEE Trans. Inf. Theory 61(12): 6939-6956 (2015) - [i4]Chao Gao, Zongming Ma, Anderson Y. Zhang, Harrison H. Zhou:
Achieving Optimal Misclassification Proportion in Stochastic Block Model. CoRR abs/1505.03772 (2015) - [i3]T. Tony Cai, Xiaodong Li, Zongming Ma:
Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger Flow. CoRR abs/1506.03382 (2015) - 2013
- [c3]Andreas Buja, Zongming Ma, Dan Yang:
Optimal denoising of simultaneously sparse and low rank matrices in high dimensions. Allerton 2013: 445-447 - [c2]T. Tony Cai, Zongming Ma, Yihong Wu:
Recent results on sparse principle component analysis. CAMSAP 2013: 181-183 - [c1]Zongming Ma, Yihong Wu:
Volume ratio, sparsity, and minimaxity under unitarily invariant norms. ISIT 2013: 1027-1031 - [i2]Zongming Ma, Yihong Wu:
Volume Ratio, Sparsity, and Minimaxity under Unitarily Invariant Norms. CoRR abs/1306.3609 (2013) - [i1]Zongming Ma, Yihong Wu:
Computational Barriers in Minimax Submatrix Detection. CoRR abs/1309.5914 (2013)
Coauthor Index
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