Hui Zou

1. Sparse Principal Component Analysis
   2006/05/15 by Hui Zou, Trevor Hastie, Robert Tibshirani · 104 citations
   Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · #Face and Expression Recognition #Gene expression and cancer classification #Spectroscopy and Chemometric Analyses
2. On the adaptive elastic-net with a diverging number of parameters
   2009/06/18 by Hui Zou, Hao Helen Zhang · 34 citations
   Engineering · Mathematics · #Advanced Numerical Analysis Techniques #Morphological variations and asymmetry #3D Shape Modeling and Analysis
3. A direct approach to sparse discriminant analysis in ultra-high dimensions
   2012/01/05 by Qun Mai, Q. Mai, H. Zou +3 · 21 citations
   Engineering · Biochemistry, Genetics and Molecular Biology · Mathematics · #Sparse and Compressive Sensing Techniques #Gene expression and cancer classification #Statistical Methods and Inference
4. A fast unified algorithm for solving group-lasso penalize learning problems
   2014/08/03 by Yi Yang, Hui Zou · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Face and Expression Recognition #Gene expression and cancer classification #Statistical Methods and Inference
5. Positive Definite ℓ₁ Penalized Estimation of Large Covariance Matrices
   2012/08/28 by Lingzhou Xue, Xue, Lingzhou, Shiqian Ma +3 · 2 citations
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Direction-of-Arrival Estimation Techniques #Statistical Methods and Inference
6. Insurance Premium Prediction via Gradient Tree-Boosted Tweedie Compound Poisson Models
   2015/08/26 by Yi Yang, Yang, Yi, Wei Qian +3 · 2 citations
   Computer Science · Mathematics · Social Sciences · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Insurance, Mortality, Demography, Risk Management #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
7. Multiclass Sparse Discriminant Analysis
   2015/04/22 by Qing Mai, Yi Yang, Mai, Qing +3 · 3 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Face and Expression Recognition #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
8. High Dimensional Semiparametric Latent Graphical Model for Mixed Data
   2014/04/29 by Jianqing Fan, Fan, Jianqing, Han Liu +5 · 3 citations
   Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference
9. Enveloped Huber Regression
   2020/10/30 by Le Zhou, R. Dennis Cook, Zhou, Le +3 · 1 citation
   Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
10. Enhanced Response Envelope via Envelope Regularization
    2023/01/11 by Oh-Ran Kwon, Hui Zou, Kwon, Oh-Ran +1 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #Neural Networks and Applications #Statistical Methods and Inference
11. A Non-Parametric Box-Cox Approach to Robustifying High-Dimensional Linear Hypothesis Testing
    2024/05/21 by Zhou He, Zhou, He, Hui Zou +1 · 1 citation
    Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Methodology (stat.ME)