Concepedia

Hui Zou

HZ

Statistics

Publications

84

Citations

40.5K

H-Index

41

Active since

2003

Affiliations

University of Minnesota(Current)

Twin Cities Orthopedics

Pennsylvania State University

University of Minnesota System

Georgia Institute of Technology

Hui Zou is an author at University of Minnesota specializing in engineering, data science, and statistics.

Top concepts

EngineeringStatisticsData ScienceStatistical InferenceMachine LearningPattern RecognitionFunctional Data AnalysisComputer ScienceData MiningKnowledge Discovery

Publications per year

2003–2023

84

Publications

84

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 20.1K citations · Full text

The Adaptive Lasso and Its Oracle Properties

Hui Zou · Journal of the American Statistical Association · 2006 · 7.4K citations

Engineering, Machine Learning, Data Science +9

Sparse Principal Component Analysis

Hui Zou, Trevor Hastie, Robert Tibshirani · Journal of Computational and Graphical Statistics · 2006 · 3.1K citations

Sparse Representation, Engineering, Machine Learning +13

Multi-class AdaBoost

Trevor Hastie, Saharon Rosset, Ji Zhu et al. · Statistics and Its Interface · 2009 · 1.9K citations · Full text

On the “degrees of freedom” of the lasso

Hui Zou, Trevor Hastie, Robert Tibshirani · The Annals of Statistics · 2007 · 943 citations · Full text

Effective Degrees, Engineering, Sparse Representation +9

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