Zongming Ma

23 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-2401-0177

Yale University

Publications

• Sparse GCA and Thresholded Gradient Descent — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Testing equivalence of clustering — The Annals of Statistics 2022
• Global and individualized community detection in inhomogeneous multilayer networks — The Annals of Statistics 2022
• Community detection in sparse latent space models — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Nonconvex Matrix Completion with Linearly Parameterized Factors — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Optimal signal detection in some spiked random matrix models: Likelihood ratio tests and linear spectral statistics — The Annals of Statistics 2022
• Discussion of ‘Network cross-validation by edge sampling’ — Biometrika 2020
• Universal Latent Space Model Fitting for Large Networks with Edge Covariates — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Community detection in degree-corrected block models — The Annals of Statistics 2018
• Achieving Optimal Misclassification Proportion in Stochastic Block Models — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Non-parametric methods for doubly robust estimation of continuous treatment effects — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• Sparse CCA: Adaptive estimation and computational barriers — The Annals of Statistics 2017
• Rate Optimal Denoising of Simultaneously Sparse and Low Rank Matrices — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• Optimal Estimation and Completion of Matrices with Biclustering Structures — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• Optimal rates of convergence for noisy sparse phase retrieval via thresholded Wirtinger flow — The Annals of Statistics 2016
• Discussion of “Frequentist coverage of adaptive nonparametric Bayesian credible sets” — The Annals of Statistics 2015
• Computational barriers in minimax submatrix detection — The Annals of Statistics 2015
• Minimax estimation in sparse canonical correlation analysis — The Annals of Statistics 2015
• Adaptive Confidence Bands for Nonparametric Regression Functions — Journal of the American Statistical Association 2014
• Sparse PCA: Optimal rates and adaptive estimation — The Annals of Statistics 2013
• Sparse principal component analysis and iterative thresholding — The Annals of Statistics 2013
• Structural Learning of Chain Graphs via Decomposition — Journal of Machine Learning Research 2008 (name-matched, not ORCID-linked)
• Collapsibility of distribution dependence — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2006