Xiaodong Li

Xiaodong Li

University of California, Davis

H-index: 15

North America-United States

About Xiaodong Li

Xiaodong Li, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at University of California, Davis, specializes in the field of statistics, optimization.

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

Nonconvex matrix completion with linearly parameterized factors

Misspecification Analysis of High-Dimensional Random Effects Models for Estimation of Signal-to-Noise Ratios

Learning Linear Polytree Structural Equation Models

Convex relaxation methods for community detection

Subspace perspective on canonical correlation analysis: Dimension reduction and minimax rates

When do birds of a feather flock together? k-Means, proximity, and conic programming

Nonconvex Rectangular Matrix Completion via Gradient Descent Without ℓ₂,∞ Regularization

Consistency of spectral clustering on hierarchical stochastic block models

Xiaodong Li Information

University

Position

Assistant Professor

Citations(all)

11421

Citations(since 2020)

5693

Cited By

8462

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

16

i10Index(since 2020)

15

Email

University Profile Page

University of California, Davis

Google Scholar

View Google Scholar Profile

Xiaodong Li Skills & Research Interests

statistics

optimization

Top articles of Xiaodong Li

Title

Journal

Author(s)

Publication Date

Nonconvex matrix completion with linearly parameterized factors

Journal of machine learning research

Ji Chen

Xiaodong Li

Zongming Ma

2022

Misspecification Analysis of High-Dimensional Random Effects Models for Estimation of Signal-to-Noise Ratios

arXiv preprint arXiv:2202.06400

Xiaohan Hu

Xiaodong Li

2022/2/13

Learning Linear Polytree Structural Equation Models

arXiv preprint arXiv:2107.10955

Xingmei Lou

Yu Hu

Xiaodong Li

2021/7/22

Convex relaxation methods for community detection

Xiaodong Li

Yudong Chen

Jiaming Xu

2021/2/1

Subspace perspective on canonical correlation analysis: Dimension reduction and minimax rates

Bernoulli

Zhuang Ma

Xiaodong Li

2020/2/1

When do birds of a feather flock together? k-Means, proximity, and conic programming

Mathematical Programming, Series A

Xiaodong Li

Yang Li

Shuyang Ling

Thomas Strohmer

Ke Wei

2020/1

Nonconvex Rectangular Matrix Completion via Gradient Descent Without ℓ₂,∞ Regularization

IEEE Transactions on Information Theory

Ji Chen

Dekai Liu

Xiaodong Li

2020/5/4

Consistency of spectral clustering on hierarchical stochastic block models

arXiv preprint arXiv:2004.14531

Lihua Lei

Xiaodong Li

Xingmei Lou

2020/4/30

See List of Professors in Xiaodong Li University(University of California, Davis)

Co-Authors

H-index: 109
Yonina Eldar

Yonina Eldar

Weizmann Institute of Science

H-index: 104
Emmanuel Candes

Emmanuel Candes

Stanford University

H-index: 82
Yi Ma (马毅)

Yi Ma (马毅)

University of California, Berkeley

H-index: 77
T. Tony Cai

T. Tony Cai

University of Pennsylvania

H-index: 49
John Wright

John Wright

Columbia University in the City of New York

H-index: 42
Mahdi Soltanolkotabi

Mahdi Soltanolkotabi

University of Southern California

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