Concepedia
Statistics
Publications
13
Citations
784
H-Index
12
Active since
1995
Affiliations
University of Minnesota(Current)
The Ohio State University
Tsinghua University
Microsoft Research Asia (China)
Nankai University
Yunzhang Zhu is an author at University of Minnesota specializing in engineering, data science, and machine learning.
Top concepts
EngineeringData ScienceMachine LearningStatisticsBiostatisticsStatistical InferenceDimensionality ReductionManagementPublic HealthMedical Image Computing
Publications per year
1995–2018
Likelihood-Based Selection and Sharp Parameter Estimation
Xiaotong Shen, Wei Pan, Yunzhang Zhu · Journal of the American Statistical Association · 2012 · 277 citations · Full text
Feature Selection Consistency, Parameter Estimation, Engineering +17
An Augmented ADMM Algorithm With Application to the Generalized Lasso Problem
Yunzhang Zhu · Journal of Computational and Graphical Statistics · 2015 · 78 citations
Mathematical Programming, Engineering, Machine Learning +21
Structural Pursuit Over Multiple Undirected Graphs
Yunzhang Zhu, Xiaotong Shen, Wei Pan · Journal of the American Statistical Association · 2014 · 77 citations · Full text
On constrained and regularized high-dimensional regression
Xiaotong Shen, Wei Pan, Yunzhang Zhu et al. · Annals of the Institute of Statistical Mathematics · 2013 · 67 citations
High-dimensional Regression, High-dimensional Method, Statistical Inference +2
Simultaneous Grouping Pursuit and Feature Selection Over an Undirected Graph
Yunzhang Zhu, Xiaotong Shen, Wei Pan · Journal of the American Statistical Association · 2013 · 60 citations · Full text
Graph Sparsity, Engineering, Machine Learning +24
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