Wangli Xu

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 21

Top Topics

High Dimensions

Kernel Fisher Discriminant

Statistical Estimation

Top Venues

J. Multivar. Anal.

Comput. Stat. Data Anal.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Tao Qiu, Qintong Zhang, Yuanyuan Fang, Wangli Xu
Testing homogeneity in high dimensional data through random projections. J. Multivar. Anal. 200 (2024)
Wangli Xu, Jiamin Liu, Heng Lian
Distributed Estimation of Support Vector Machines for Matrix Data. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Wangli Xu, Kehan Wang, Heng Lian
Linear convergence of decentralized estimation for statistical estimation using gradient method. Neurocomputing 584 (2024)
Wei Li, Shanshan Luo, Wangli Xu
Calibrated regression estimation using empirical likelihood under data fusion. Comput. Stat. Data Anal. 190 (2024)
Jiamin Liu, Wangli Xu, Yue Wang, Heng Lian
Value iteration for streaming data on a continuous space with gradient method in an RKHS. Neural Networks 166 (2023)
Ze Chen, Jun Liao, Wangli Xu, Yuhong Yang
Multifold Cross-Validation Model Averaging for Generalized Additive Partial Linear Models. J. Comput. Graph. Stat. 32 (4) (2023)
Tao Qiu, Wangli Xu, Lixing Zhu
Independence tests with random subspace of two random vectors in high dimension. J. Multivar. Anal. 195 (2023)
Rui Wang, Yanyan Ouyang, Panpan Yu, Wangli Xu
A Fast and Accurate Estimator for Large Scale Linear Model via Data Averaging. NeurIPS (2023)
Jiamin Liu, Wangli Xu, Fode Zhang, Heng Lian
Properties of Standard and Sketched Kernel Fisher Discriminant. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Rui Wang, Yanyan Ouyang, Wangli Xu
Iterative Double Sketching for Faster Least-Squares Optimization. ICML (2022)
Canyi Chen, Wangli Xu, Liping Zhu
Distributed estimation in heterogeneous reduced rank regression: With application to order determination in sufficient dimension reduction. J. Multivar. Anal. 190 (2022)
Jiamin Liu, Shuangge Ma, Wangli Xu, Liping Zhu
A generalized Wilcoxon-Mann-Whitney type test for multivariate data through pairwise distance. J. Multivar. Anal. 190 (2022)
Yanyan Ouyang, Jiamin Liu, Tiejun Tong, Wangli Xu
A rank-based high-dimensional test for equality of mean vectors. Comput. Stat. Data Anal. 173 (2022)
Rui Wang, Wangli Xu
On a Connection Between Fast and Sparse Oblivious Subspace Embeddings. AISTATS (2022)
Tao Qiu, Wangli Xu, Liping Zhu
Two-sample test in high dimensions through random selection. Comput. Stat. Data Anal. 160 (2021)
Siyi Wang, Xing Yan, Bangqi Zheng, Hu Wang, Wangli Xu, Nanbo Peng, Qi Wu
Risk and return prediction for pricing portfolios of non-performing consumer credit. ICAIF (2021)
Shen Zhang, Peixin Zhao, Gaorong Li, Wangli Xu
Nonparametric independence screening for ultra-high dimensional generalized varying coefficient models with longitudinal data. J. Multivar. Anal. 171 (2019)
Shengmei He, Shuangge Ma, Wangli Xu
A modified mean-variance feature-screening procedure for ultrahigh-dimensional discriminant analysis. Comput. Stat. Data Anal. 137 (2019)
Xiuquan Qiao, Pei Ren, Junliang Chen, Wei Tan, M. Brian Blake, Wangli Xu
Session persistence for dynamic web applications in Named Data Networking. J. Netw. Comput. Appl. 125 (2019)
Xu Guo, Yun Fang, Xuehu Zhu, Wangli Xu, Lixing Zhu
Semiparametric double robust and efficient estimation for mean functionals with response missing at random. Comput. Stat. Data Anal. 128 (2018)
Wangli Xu, Wei Yu, Zaixing Li
Confidence interval estimation by a joint pivot method. Comput. Stat. 31 (2) (2016)
Jingke Zhou, Wangli Xu, Lixing Zhu
Robust estimating equation-based sufficient dimension reduction. J. Multivar. Anal. 134 (2015)
Xiuquan Qiao, Wei Yu, Jinsong Zhang, Wei Tan, Jianchong Su, Wangli Xu, Junliang Chen
Recommending Nearby Strangers Instantly Based on Similar Check-In Behaviors. IEEE Trans Autom. Sci. Eng. 12 (3) (2015)
Xu Guo, Tao Wang, Wangli Xu, Lixing Zhu
Dimension reduction with missing response at random. Comput. Stat. Data Anal. 69 (2014)
Wei Yu, Wangli Xu, Lixing Zhu
Transformation-based model averaged tail area inference. Comput. Stat. 29 (6) (2014)
Xu Guo, Wangli Xu, Lixing Zhu
Multi-index regression models with missing covariates at random. J. Multivar. Anal. 123 (2014)
Cuizhen Niu, Xu Guo, Wangli Xu, Lixing Zhu
Empirical likelihood inference in linear regression with nonignorable missing response. Comput. Stat. Data Anal. 79 (2014)
Zaixing Li, Wangli Xu, Lixing Zhu
Influence diagnostics and outlier tests for varying coefficient mixed models. J. Multivar. Anal. 100 (9) (2009)
Hongrui Zhao, Wangli Xu, Hua Yang, Xiaowen Li, Jindi Wang, Hongxia Cui
The maximum entropy algorithm for the determination of the Tikhonov regularization parameter in quantitative remote sensing inversion. IGARSS (2003)
Wangli Xu, Hua Yang, Xiamen Li, Jindi Wang, Guangjian Yan
Information content of multi-angular remote sensing data. IGARSS (2002)