Hui Zou

42.7k citations
136 papers · 27.8k · 7 hit papers · h-index 38

Impact in

Papers in

Hui Zou

131 papers receiving 26.8k citations

Hui Zou's Hit Papers

Multi-class AdaBoost 2009 · 1.4k citations
1.4k0+7+14Years since publication4.0k8.0k12.0k

Peers

Hui Zou
Comparison fields: 5 of 230
  • Statistics and Probability 7.9k
  • Computational Mathematics 161
  • Artificial Intelligence 6.3k
  • Computer Vision and Pattern Recognition 3.5k
  • Computational Mechanics 2.9k
Replace Grace Wahba with:
Grace Wahba United States
Jianqing Fan United States
Runze Li United States
Iain M. Johnstone United States
Hans‐Georg Müller United States
N. M. Laird United States
Tommaso Cai Italy
Ian T. Jolliffe United Kingdom
Peter J. Bickel United States
Geoffrey J. McLachlan Australia
Hui Zou relative to Grace Wahba United States Grace Wahba's profile →
Citations per field
00.5×10.1×
Grace Wahba · 1×
Citations per year

Countries citing papers authored by Hui Zou

Since Specialization
Citations

This map shows the geographic impact of Hui Zou's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Hui Zou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Hui Zou more than expected).

Fields of papers citing papers by Hui Zou

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Hui Zou. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Hui Zou. The network helps show where Hui Zou may publish in the future.

Co-authors

The 25 scholars most cited alongside Hui Zou, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Hui Zou Line = papers co-authored together Hui Zou links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 136 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Regularization and Variable Selection Via the Elastic Net
Hit paper breakdown →
200513279
2
The Adaptive Lasso and Its Oracle Properties
Hit paper breakdown →
20064950
3
Sparse Principal Component Analysis
Hit paper breakdown →
20062153
4
Multi-class AdaBoost
Hit paper breakdown →
20091426
5
On the “degrees of freedom” of the lasso
Hit paper breakdown →
2007638
6
On the adaptive elastic-net with a diverging number of parameters
Hit paper breakdown →
2009575
7
Composite quantile regression and the oracle model selection theory
Hit paper breakdown →
2008438
8 2005366
9 2010247
10 2014193
11 2003186
12
The doubly regularized support vector machine
2006178
13 2010173
14 2008155
15 2014138
16 2012127
17 2020125
18 2012113
19 2018111
20 2012110

About Hui Zou

Hui Zou is a scholar working on Statistics and Probability, Artificial Intelligence, Computer Vision and Pattern Recognition, Computational Mechanics and Molecular Biology, having authored 136 papers that have together received 27.8k indexed citations. Recurring topics across this work include Statistical Methods and Inference (55 papers), Face and Expression Recognition (29 papers), Sparse and Compressive Sensing Techniques (25 papers), Advanced Statistical Methods and Models (25 papers), Bayesian Methods and Mixture Models (17 papers), Statistical Methods and Bayesian Inference (16 papers), Gene expression and cancer classification (15 papers) and Control Systems and Identification (13 papers). The work is most often cited by research in Statistics and Probability (7.9k citations), Computational Mathematics (161 citations), Artificial Intelligence (6.3k citations), Computer Vision and Pattern Recognition (3.5k citations) and Computational Mechanics (2.9k citations). Hui Zou has collaborated with scholars based in United States, China and Canada. Frequent co-authors include Trevor Hastie, Robert Tibshirani, Ji Zhu, Ming Yuan, Saharon Rosset, Hao Helen Zhang, Lingzhou Xue, Runze Li, Yi Yang and Bo Kai. Their work appears in journals such as Statistica Sinica, Journal of the American Statistical Association, The Annals of Statistics, Technometrics and Journal of Computational and Graphical Statistics.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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