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

Phase transition for detecting a small community in a large network

Guaranteed functional tensor singular value decomposition

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

Timeline Registration for Electronic Health Records

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

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

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

Google Scholar

Anru Zhang Skills & Research Interests

machine learning

high-dimensional statistics

non-convex optimization

biomedical informatics

genomics

Top articles of Anru Zhang

Soft phenotyping for sepsis via EHR time-aware soft clustering

Journal of Biomedical Informatics

2024/2/27

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

Operations Research

2024/1

Phase transition for detecting a small community in a large network

2023/3/9

Guaranteed functional tensor singular value decomposition

Journal of the American Statistical Association

2023/2/2

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

The Journal of Machine Learning Research

2023/1/1

Timeline Registration for Electronic Health Records

AMIA Summits on Translational Science Proceedings

2023

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

Journal of Machine Learning Research

2023

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

Neural Computation

2023/12/12

A Modified Mediterranean Ketogenic Diet mitigates modifiable risk factors of Alzheimer’s Disease: a serum and CSF-based metabolic analysis

Medrxiv

2023

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

2023/11/26

Computational and statistical thresholds in multi-layer stochastic block models

arXiv preprint arXiv:2311.07773

2023/11/13

Fast and Reliable Generation of EHR Time Series via Diffusion Models

arXiv preprint arXiv:2310.15290

2023/10/23

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

2023/10/1

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

2023/9

Time-Informed Dimensionality Reduction for Longitudinal Microbiome Studies

bioRxiv

2023/7/29

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

2023/7/23

Anru Zhang
Anru Zhang

H-Index: 18

Ehsan Abadi
Ehsan Abadi

H-Index: 10

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

2023/7/12

Ilias Diakonikolas
Ilias Diakonikolas

H-Index: 34

Anru Zhang
Anru Zhang

H-Index: 18

Mode-wise Principal Subspace Pursuit and Matrix Spiked Covariance Model

arXiv preprint arXiv:2307.00575

2023/7/2

Learning polynomial transformations via generalized tensor decompositions

2023/6/2

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

Co-Authors

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