Xiao Wang

Xiao Wang

Purdue University

H-index: 22

North America-United States

About Xiao Wang

Xiao Wang, With an exceptional h-index of 22 and a recent h-index of 17 (since 2020), a distinguished researcher at Purdue University, specializes in the field of Data Science, AI, Nonparametric Statistics, Functional Data Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Partial conditioning for inference of many-normal-means with Hölder constraints

Efficient Multimodal Sampling via Tempered Distribution Flow

High-dimensional spatial quantile function-on-scalar regression

Inferential Wasserstein generative adversarial networks

Nonlinear variable selection via deep neural networks

Theoretical investigation of generalization bounds for adversarial learning of deep neural networks

Scalable network estimation with L0 penalty

Weight normalized deep neural networks

Xiao Wang Information

University

Position

Professor of Statistics

Citations(all)

2481

Citations(since 2020)

1149

Cited By

2086

hIndex(all)

22

hIndex(since 2020)

17

i10Index(all)

37

i10Index(since 2020)

27

Email

University Profile Page

Purdue University

Google Scholar

View Google Scholar Profile

Xiao Wang Skills & Research Interests

Data Science

AI

Nonparametric Statistics

Functional Data Analysis

Top articles of Xiao Wang

Title

Journal

Author(s)

Publication Date

Partial conditioning for inference of many-normal-means with Hölder constraints

International Journal of Approximate Reasoning

Jiasen Yang

Xiao Wang

Chuanhai Liu

2023

Efficient Multimodal Sampling via Tempered Distribution Flow

Journal of the American Statistical Association

Yixuan Qiu

Xiao Wang

2023/5

High-dimensional spatial quantile function-on-scalar regression

Journal of the American Statistical Association

Zhengwu Zhang

Xiao Wang

Linglong Kong

Hongtu Zhu

2022/9/14

Inferential Wasserstein generative adversarial networks

Journal of the Royal Statistical Society Series B

Yao Chen

Qingyi Gao

Xiao Wang

2022

Nonlinear variable selection via deep neural networks

Journal of Computational and Graphical Statistics

Yao Chen

Qingyi Gao

Faming Liang

Xiao Wang

2021/6/3

Theoretical investigation of generalization bounds for adversarial learning of deep neural networks

Journal of Statistical Theory and Practice

Qingyi Gao

Xiao Wang

2021/6

Scalable network estimation with L0 penalty

Statistical Analysis and Data Mining: The ASA Data Science Journal

Junghi Kim

Hongtu Zhu

Xiao Wang

Kim‐Anh Do

2021/2

Weight normalized deep neural networks

Stat

Yixi Xu

Xiao Wang

2021/12

Almond: Adaptive latent modeling and optimization via neural networks and langevin diffusion

Journal of the American Statistical Association

Yixuan Qiu

Xiao Wang

2021/7/3

Resilient uav traffic congestion control using fluid queuing models

IEEE Transactions on Intelligent Transportation Systems

Jiazhen Zhou

Li Jin

Xiao Wang

Dengfeng Sun

2020/7/16

Stochastic approximate gradient descent via the Langevin algorithm

Proceedings of the AAAI Conference on Artificial Intelligence

Yixuan Qiu

Xiao Wang

2020/4/3

Statistica Sinica Preprint No: SS-2018-0468

Yixi Xu

Yunling Zheng

Zhouwang Yang

Xiao Wang

2020

A data denoising approach to optimize functional clustering of single cell RNA-sequencing data

Changlin Wan

Dongya Jia

Yue Zhao

Wennan Chang

Sha Cao

...

2020/12/16

Cross-lingual document retrieval with smooth learning

arXiv preprint arXiv:2011.00701

Jiapeng Liu

Xiao Zhang

Dan Goldwasser

Xiao Wang

2020/11/2

See List of Professors in Xiao Wang University(Purdue University)

Co-Authors

H-index: 70
David Ruppert

David Ruppert

Cornell University

H-index: 45
Michael Woodroofe

Michael Woodroofe

University of Michigan

H-index: 31
Bodhisattva Sen

Bodhisattva Sen

Columbia University in the City of New York

H-index: 21
Pang Du

Pang Du

Virginia Polytechnic Institute and State University

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