Anru Zhang

Anru Zhang

University of Wisconsin-Madison

H-index: 28

North America-United States

About Anru Zhang

Anru Zhang, With an exceptional h-index of 28 and a recent h-index of 27 (since 2020), a distinguished researcher at University of Wisconsin-Madison, specializes in the field of machine learning, high-dimensional statistics, non-convex optimization, biomedical informatics, genomics.

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

Soft phenotyping for sepsis via EHR time-aware soft clustering

Recursive importance sketching for rank constrained least squares: Algorithms and high-order convergence

Low-rank tensor estimation via riemannian gauss-newton: Statistical optimality and second-order convergence

Learning polynomial transformations via generalized tensor decompositions

Time-Informed Dimensionality Reduction for Longitudinal Microbiome Studies

Clinical and radiation risk across one million patients in Computed Tomography: influence of age, size, and race

Timeline Registration for Electronic Health Records

On geometric connections of embedded and quotient geometries in Riemannian fixed-rank matrix optimization

Anru Zhang Information

University

Position

___

Citations(all)

3004

Citations(since 2020)

2381

Cited By

1478

hIndex(all)

28

hIndex(since 2020)

27

i10Index(all)

40

i10Index(since 2020)

40

Email

University Profile Page

University of Wisconsin-Madison

Google Scholar

View Google Scholar Profile

Anru Zhang Skills & Research Interests

machine learning

high-dimensional statistics

non-convex optimization

biomedical informatics

genomics

Top articles of Anru Zhang

Title

Journal

Author(s)

Publication Date

Soft phenotyping for sepsis via EHR time-aware soft clustering

Journal of Biomedical Informatics

Shiyi Jiang

Xin Gai

Miriam M Treggiari

William W Stead

Yuankang Zhao

...

2024/2/27

Recursive importance sketching for rank constrained least squares: Algorithms and high-order convergence

Operations Research

Yuetian Luo

Wen Huang

Xudong Li

Anru Zhang

2024/1

Low-rank tensor estimation via riemannian gauss-newton: Statistical optimality and second-order convergence

The Journal of Machine Learning Research

Yuetian Luo

Anru R Zhang

2023/1/1

Learning polynomial transformations via generalized tensor decompositions

Sitan Chen

Jerry Li

Yuanzhi Li

Anru R Zhang

2023/6/2

Time-Informed Dimensionality Reduction for Longitudinal Microbiome Studies

bioRxiv

Pixu Shi

Cameron Martino

Rungang Han

Stefan Janssen

Gregory Buck

...

2023/7/29

Clinical and radiation risk across one million patients in Computed Tomography: influence of age, size, and race

Francesco Ria

Reginald Lerebours

Anru Zhang

Alaattin Erkanli

Ehsan Abadi

...

2023/11/26

Timeline Registration for Electronic Health Records

AMIA Summits on Translational Science Proceedings

Shiyi Jiang

Rungang Han

Krishnendu Chakrabarty

David Page

William W Stead

...

2023

On geometric connections of embedded and quotient geometries in Riemannian fixed-rank matrix optimization

Mathematics of Operations Research

Yuetian Luo

Xudong Li

Anru R Zhang

2023/6/1

Computational and statistical thresholds in multi-layer stochastic block models

arXiv preprint arXiv:2311.07773

Jing Lei

Anru R Zhang

Zihan Zhu

2023/11/13

Comparative Risk Assessment of Clinical and Radiation Risk across a Cohort of Patient and Individualized Risk Optimization

Francesco Ria

Reginald Lerebours

Anru Zhang

Alaattin Erkanli

Ehsan Abadi

...

2023/7/23

Learning Good State and Action Representations for Markov Decision Process via Tensor Decomposition

Journal of Machine Learning Research

Chengzhuo Ni

Yaqi Duan

Munther Dahleh

Mengdi Wang

Anru R Zhang

2023

Exploratory analysis of mesenteric-portal axis CT radiomic features for survival prediction of patients with pancreatic ductal adenocarcinoma

European Radiology

Francesca Rigiroli

Jocelyn Hoye

Reginald Lerebours

Peijie Lyu

Kyle J Lafata

...

2023/8

Fast and Reliable Generation of EHR Time Series via Diffusion Models

arXiv preprint arXiv:2310.15290

Muhang Tian

Bernie Chen

Allan Guo

Shiyi Jiang

Anru R Zhang

2023/10/23

Statistical and computational limits for tensor-on-tensor association detection

Ilias Diakonikolas

Daniel M Kane

Yuetian Luo

Anru Zhang

2023/7/12

Phase transition for detecting a small community in a large network

Jiashun Jin

Zheng Tracy Ke

Paxton Turner

Anru R Zhang

2023/3/9

Longitudinal changes in neurocognitive performance related to drug use intensity in a sample of persons with and without HIV who use illicit stimulantsLongitudinal effects of …

Drug and alcohol dependence

Sheri L Towe

Runshi Tang

Matthew J Gibson

Anru R Zhang

Christina S Meade

2023/10/1

Mode-wise Principal Subspace Pursuit and Matrix Spiked Covariance Model

arXiv preprint arXiv:2307.00575

Runshi Tang

Ming Yuan

Anru R Zhang

2023/7/2

Cocaine Use Prediction With Tensor-Based Machine Learning on Multimodal MRI Connectome Data

Neural Computation

Anru R Zhang

Ryan P Bell

Chen An

Runshi Tang

Shana A Hall

...

2023/12/12

Guaranteed functional tensor singular value decomposition

Journal of the American Statistical Association

Rungang Han

Pixu Shi

Anru R Zhang

2023/2/2

Rungang Han and Anru R. Zhangs contribution to the Discussion of ‘Vintage factor analysis with varimax performs statistical inference’by Rohe & Zeng

Journal of the Royal Statistical Society Series B: Statistical Methodology

Rungang Han

Anru R Zhang

2023/9

See List of Professors in Anru Zhang University(University of Wisconsin-Madison)

Co-Authors

H-index: 82
Hongzhe Li, PhD

Hongzhe Li, PhD

University of Pennsylvania

H-index: 77
T. Tony Cai

T. Tony Cai

University of Pennsylvania

H-index: 62
Dylan Small

Dylan Small

University of Pennsylvania

H-index: 51
Ming Yuan

Ming Yuan

Columbia University in the City of New York

H-index: 45
Yuanzhi Li

Yuanzhi Li

Carnegie Mellon University

H-index: 31
Chi Zhang

Chi Zhang

Indiana University Bloomington

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