papers
Publications (26)
stat.ME2012
Positive Definite $\ell_1$ Penalized Estimation of Large Covariance Matrices
Lingzhou Xue, Shiqian Ma, Hui Zou
stat.ME2015
Semiparametric Sparse Discriminant Analysis
Qing Mai, Hui Zou
stat.ML2014
High Dimensional Semiparametric Latent Graphical Model for Mixed Data
Jianqing Fan, Han Liu, Yang Ning +1
math.ST2008
Composite quantile regression and the oracle Model Selection Theory
Hui Zou, Ming Yuan
stat.ML2015
Another Look at DWD: Thrifty Algorithm and Bayes Risk Consistency in RKHS
Boxiang Wang, Hui Zou
math.OC2012
Alternating Direction Methods for Latent Variable Gaussian Graphical Model Selection
Shiqian Ma, Lingzhou Xue, Hui Zou
math.ST2011
New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models
Bo Kai, Runze Li, Hui Zou
math.ST2012
Nonconcave penalized composite conditional likelihood estimation of sparse Ising models
Lingzhou Xue, Hui Zou, Tianxi Cai
math.ST2013
Regularized rank-based estimation of high-dimensional nonparanormal graphical models
Lingzhou Xue, Hui Zou
math.ST2016
CoCoLasso for High-dimensional Error-in-variables Regression
Abhirup Datta, Hui Zou
math.ST2015
Strong oracle optimality of folded concave penalized estimation
Jianqing Fan, Lingzhou Xue, Hui Zou
math.ST2009
On the adaptive elastic-net with a diverging number of parameters
Hui Zou, Hao Helen Zhang
stat.ML2008
Structured variable selection in support vector machines
Seongho Wu, Hui Zou, Ming Yuan
math.ST2008
One-step sparse estimates in nonconcave penalized likelihood models
Hui Zou, Runze Li
math.ST2008
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models
Hui Zou, Runze Li
math.ST2016
SURE Information Criteria for Large Covariance Matrix Estimation and Their Asymptotic Properties
Danning Li, Hui Zou
math.ST2015
Bayesian Inference for High Dimensional Changing Linear Regression with Application to Minnesota House Price Index Data
Abhirup Datta, Hui Zou, Sudipto Banerjee
stat.AP2010
Structured variable selection and estimation
Ming Yuan, V. Roshan Joseph, Hui Zou
stat.ML2019
An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA
Shixiang Chen, Shiqian Ma, Lingzhou Xue +1
stat.ME2015
Multiclass Sparse Discriminant Analysis
Qing Mai, Yi Yang, Hui Zou
stat.ML2015
Sparse Distance Weighted Discrimination
Boxiang Wang, Hui Zou
stat.ME2015
The fused Kolmogorov filter: A nonparametric model-free screening method
Qing Mai, Hui Zou
math.ST2007
On the "degrees of freedom" of the lasso
Hui Zou, Trevor Hastie, Robert Tibshirani
stat.AP2009
New multicategory boosting algorithms based on multicategory Fisher-consistent losses
Hui Zou, Ji Zhu, Trevor Hastie
stat.ME2015
Flexible Expectile Regression in Reproducing Kernel Hilbert Space
Yi Yang, Teng Zhang, Hui Zou
stat.ME2016
Insurance Premium Prediction via Gradient Tree-Boosted Tweedie Compound Poisson Models
Yi Yang, Wei Qian, Hui Zou