Hui Zou

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 30

Top Topics

Quantile Regression

Multiclass Classification

Support Vector Machine

Top Venues

IEEE Trans. Inf. Theory

J. Mach. Learn. Res.

Publications

Hui Zou, Lucy Marshall, Ashish Sharma, Jie Jian, Clare Stephens, Philippa Higgins
Modelling vegetation dynamics for future climates in Australian catchments: Comparison of a conceptual eco-hydrological modelling approach with a deep learning alternative. Environ. Model. Softw. 181 (2024)
Oh-Ran Kwon, Zhaosong Lu, Hui Zou
Exactly Uncorrelated Sparse Principal Component Analysis. J. Comput. Graph. Stat. 33 (1) (2024)
Zhi Wang, Heng Zhou, Ping Zhong, Hui Zou
Cross-view multi-layer perceptron for incomplete multi-view learning. Appl. Soft Comput. 157 (2024)
Boxiang Wang, Le Zhou, Yuwen Gu, Hui Zou
Density-Convoluted Support Vector Machines for High-Dimensional Classification. IEEE Trans. Inf. Theory 69 (4) (2023)
Oh-Ran Kwon, Hui Zou
Leaky Hockey Stick Loss: The First Negatively Divergent Margin-based Loss Function for Classification. J. Mach. Learn. Res. 24 (2023)
Tengyun Zhao, Zhencai Shen, Hui Zou, Ping Zhong, Yingyi Chen
Unsupervised adversarial domain adaptation based on interpolation image for fish detection in aquaculture. Comput. Electron. Agric. 198 (2022)
Yanbiao Li, Hui Zou, Yuxuan Chen, Yinbo Xu, Zhuoran Ma, Di Ma, Ying Hu, Gaogang Xie
The Hanging ROA: A Secure and Scalable Encoding Scheme for Route Origin Authorization. INFOCOM (2022)
Zhi Wang, Zhencai Shen, Hui Zou, Ping Zhong, Yingyi Chen
Retargeted multi-view classification via structured sparse learning. Signal Process. 197 (2022)
Boxiang Wang, Hui Zou
Fast and Exact Leave-One-Out Analysis of Large-Margin Classifiers. Technometrics 64 (3) (2022)
Guohun Zhu, Liping Li, Yuebin Zheng, Xiaowei Zhang, Hui Zou
Forecasting Influenza Based on Autoregressive Moving Average and Holt-Winters Exponential Smoothing Models. J. Adv. Comput. Intell. Intell. Informatics 25 (1) (2021)
Qiang Lin, Liran Yang, Ping Zhong, Hui Zou
Robust supervised multi-view feature selection with weighted shared loss and maximum margin criterion. Knowl. Based Syst. 229 (2021)
Zhiqiang Zhang, Zeqian Xu, Junyan Tan, Hui Zou
Multi-class support vector machine based on the minimization of class variance. Neural Process. Lett. 53 (1) (2021)
Hui Zou, Xuejun Duan, Lei Wang, Tingting Jin
Exploring the Classification and Restructuring of Chemical Industrial Cities in China: The Perspectives of Sectoral and Spatial Differences. Complex. 2021 (2021)
Hui Zou, Di Ma, Qing Shao, Wei Mao
The Horizontal INR Conflict-Detection Algorithm: Revealing INR Reallocation and Reauthorization in RPKI. IM (2021)
Xianhong Qin, Hui Zou, Lei Wang
Changing Regional Inequality Patterns in Western China: A Case Study of Xinjiang. Complex. 2021 (2021)
Xin Zhang, Qing Mai, Hui Zou
The Maximum Separation Subspace in Sufficient Dimension Reduction with Categorical Response. J. Mach. Learn. Res. 21 (2020)
Huijie Guo, Hui Zou, Junyan Tan
Semi-supervised dimensionality reduction via sparse locality preserving projection. Appl. Intell. 50 (4) (2020)
Abhirup Datta, Hui Zou
A Note on Cross-Validation for Lasso Under Measurement Errors. Technometrics 62 (4) (2020)
Hui Zou
Comment: Ridge Regression - Still Inspiring After 50 Years. Technometrics 62 (4) (2020)
Shixiang Chen, Shiqian Ma, Lingzhou Xue, Hui Zou
An Alternating Manifold Proximal Gradient Method for Sparse Principal Component Analysis and Sparse Canonical Correlation Analysis. INFORMS J. Optim. 2 (3) (2020)
Yuwen Gu, Hui Zou
Sparse Composite Quantile Regression in Ultrahigh Dimensions With Tuning Parameter Calibration. IEEE Trans. Inf. Theory 66 (11) (2020)
Boxiang Wang, Hui Zou
A Multicategory Kernel Distance Weighted Discrimination Method for Multiclass Classification. Technometrics 61 (3) (2019)
Xiaofeng Liu, Hui Zou, Wanyu Niu, Yuqing Song, Wenzhang He
An Approach of Traffic Accident Scene Reconstruction Using Unmanned Aerial Vehicle Photogrammetry. SSIP (2019)
Shixiang Chen, Shiqian Ma, Lingzhou Xue, Hui Zou
An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA. CoRR (2019)
Hui Zou, Lingzhou Xue
A Selective Overview of Sparse Principal Component Analysis. Proc. IEEE 106 (8) (2018)
Yuwen Gu, Jun Fan, Lingchen Kong, Shiqian Ma, Hui Zou
ADMM for High-Dimensional Sparse Penalized Quantile Regression. Technometrics 60 (3) (2018)
Yi Yang, Teng Zhang, Hui Zou
Flexible Expectile Regression in Reproducing Kernel Hilbert Spaces. Technometrics 60 (1) (2018)
Hui Zou
Protection of Personal Information Security in the Age of Big Data. CIS (2016)
Hui Zou, Ji-Xiang Du, Chuan-Min Zhai, Jing Wang
Deep Learning and Shared Representation Space Learning Based Cross-Modal Multimedia Retrieval. ICIC (2) (2016)
Danning Li, Hui Zou
SURE Information Criteria for Large Covariance Matrix Estimation and Their Asymptotic Properties. IEEE Trans. Inf. Theory 62 (4) (2016)
Qing Mai, Hui Zou
Nonparametric Variable Transformation in Sufficient Dimension Reduction. Technometrics 57 (1) (2015)
Yi Yang, Hui Zou
A fast unified algorithm for solving group-lasso penalize learning problems. Stat. Comput. 25 (6) (2015)
Qing Mai, Hui Zou
Sparse semiparametric discriminant analysis. J. Multivar. Anal. 135 (2015)
Danning Li, Hui Zou
SURE Information Criteria for Large Covariance Matrix Estimation and Their Asymptotic Properties. CoRR (2014)
Nickolay T. Trendafilov, Martin Kleinsteuber, Hui Zou
Sparse matrices in data analysis. Comput. Stat. 29 (3) (2014)
Qing Mai, Hui Zou
A Note On the Connection and Equivalence of Three Sparse Linear Discriminant Analysis Methods. Technometrics 55 (2) (2013)
Feng Yi, Hui Zou
SURE-tuned tapering estimation of large covariance matrices. Comput. Stat. Data Anal. 58 (2013)
Shiqian Ma, Lingzhou Xue, Hui Zou
Alternating Direction Methods for Latent Variable Gaussian Graphical Model Selection. Neural Comput. 25 (8) (2013)
Lingzhou Xue, Hui Zou
Minimax optimal estimation of general bandable covariance matrices. J. Multivar. Anal. 116 (2013)
Xiaopei Liu, Hui Zou, Teng Fei, Cheng Zhu, Yanxiang Geng
Design and implementation of CRM system based on MVC framework. FSKD (2012)
Lingyan Ruan, Ming Yuan, Hui Zou
Regularized Parameter Estimation in High-Dimensional Gaussian Mixture Models. Neural Comput. 23 (6) (2011)
Li Wang, Ji Zhu, Hui Zou
Hybrid huberized support vector machines for microarray classification and gene selection. Bioinform. 24 (3) (2008)
Hui Zou, Ming Yuan
Regularized simultaneous model selection in multiple quantiles regression. Comput. Stat. Data Anal. 52 (12) (2008)
Li Wang, Ji Zhu, Hui Zou
Hybrid huberized support vector machines for microarray classification. ICML (2007)
Hui Zou
An Improved 1-norm SVM for Simultaneous Classification and Variable Selection. AISTATS (2007)
Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie
A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning. NIPS (2004)
Amy M. Beckwith, Berthe Y. Choueiry, Hui Zou
How the Level of Interchangeability Embedded in a Finite Constraint Satisfaction Problem Affects the Performance of Search. Australian Joint Conference on Artificial Intelligence (2001)