Yunzhang Zhu

Mathematics · Physical Sciences

12h-index812citations29works0.02yr avg
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Research Topics

Statistical Methods and Inference(14), Advanced Statistical Methods and Models(5), Sparse and Compressive Sensing Techniques(3), Gene expression and cancer classification(3), Consumer Market Behavior and Pricing(3)

Publications29 total

Asymptotic Optimism of Random-Design Linear and Kernel Regression Models
arXiv (Cornell University)·2025Open Access
On Measuring Model Complexity in Heteroscedastic Linear Regression
arXiv (Cornell University)·2022· 1 citedOpen Access
Collaborative Multilabel Classification
Journal of the American Statistical Association·2021· 1 citedOpen Access
An algorithmic view of $\ell_2$ regularization and some path-following algorithms
arXiv (Cornell University)·2021· 1 citedOpen Access
Predictive Model Degrees of Freedom in Linear Regression
arXiv (Cornell University)·2021· 1 citedOpen Access
An algorithmic view of L2 regularization and some path-following algorithms
Journal of Machine Learning Research·2021· 1 cited
Multilabel Classification With Multivariate Time Series Predictors
IEEE Transactions on Signal Processing·2020· 3 cited
A convex optimization formulation for multivariate regression
Neural Information Processing Systems·2020· 3 cited
Spectral Estimation Using Multitaper Whittle Methods With a Lasso Penalty
IEEE Transactions on Signal Processing·2019· 4 citedOpen Access
Cross Validation for Penalized Quantile Regression with a Case-Weight Adjusted Solution Path
arXiv (Cornell University)·2019Open Access
On High-Dimensional Constrained Maximum Likelihood Inference
Journal of the American Statistical Association·2018· 12 citedOpen Access
Multiple Matrix Gaussian Graphs Estimation
Journal of the Royal Statistical Society Series B (Statistical Methodology)·2018· 32 citedOpen Access
Adsorption performance investigation of heavy metals in acid mine drainage by the microbial method
2017· 1 cited
Estimation of multiple networks in Gaussian mixture models
Electronic Journal of Statistics·2016· 44 citedOpen Access
An Augmented ADMM Algorithm With Application to the Generalized Lasso Problem
Journal of Computational and Graphical Statistics·2015· 78 cited
An Augmented ADMM Algorithm With Application to the Generalized Lasso Problem
Figshare·2015· 5 citedOpen Access
Personalized Prediction and Sparsity Pursuit in Latent Factor Models
Journal of the American Statistical Association·2015· 35 citedOpen Access
An augmented ADMM algorithm with application to the generalized lasso problem
Figshare·2015· 2 citedOpen Access
Grouping penalties and its applications to high-dimensional models
University of Minnesota Digital Conservancy (University of Minnesota)·2014Open Access
Structural Pursuit Over Multiple Undirected Graphs
Journal of the American Statistical Association·2014· 77 citedOpen Access
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Frequent Co-authors

Xiaotong Shen(10), Wei Pan(6), G. Alan Wang(2), Junli Yang(2), Jun Yan(2), Jian Hu(2), Renxiong Liu(2), Luan Bo(2), Yoonkyung Lee(2), Hui Zhou(1), Chen Gao(1), Dakan Wang(1), Zheng Chen(1), Shuo Xiang(1), Jieping Ye(1), Changqing Ye(1), Lexin Li(1), Dakan Wang(1), Zheng Chen(1), Steven N. MacEachern(1)