Concepedia

Ming Yuan

MY

108

Publications

16.9K

Citations

47

H-Index

2003

Active since

Affiliations

Georgia Institute of Technology(Current)

University of Wisconsin–Madison

Columbia University

University of Pennsylvania

Morgridge Institute for Research

Ming Yuan is an author at Georgia Institute of Technology specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceData ScienceFunctional Data AnalysisMachine LearningEstimation TheoryDimensionality ReductionMedicineBiostatistics

Publications per year

2003–2023

108

Publications

108

Model Selection and Estimation in Regression with Grouped Variables

Ming Yuan, Yi Lin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 7.3K citations · Full text

Low-rank Approximation, Parameter Estimation, Engineering +13

Model selection and estimation in the Gaussian graphical model

Ming Yuan, Yi Lin · Biometrika · 2007 · 1.7K citations

Mathematical Programming, Estimation Theory, Penalized Likelihood Methods +9

Composite quantile regression and the oracle model selection theory

Hui Zou, Ming Yuan · The Annals of Statistics · 2008 · 594 citations · Full text

High-dimensional semiparametric Gaussian copula graphical models

Han Liu, Fang Han, Ming Yuan et al. · The Annals of Statistics · 2012 · 520 citations

Semiparametric Approach, Graph Sparsity, Engineering +18

High Dimensional Inverse Covariance Matrix Estimation via Linear Programming

Ming Yuan · Journal of Machine Learning Research · 2010 · 350 citations

Sparse Representation, Engineering, High-dimensional Method +12

Rows per page

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