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Meimei Liu

About Meimei Liu

Meimei Liu, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Virginia Polytechnic Institute and State University, specializes in the field of statistical theory and method, variational inference, nonparametric inference, stochastic algorithm.

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

Scalable Statistical Inference in Non-parametric Least Squares

Motion-Invariant Variational Auto-Encoding of Brain Structural Connectomes

Robust Flow-based Conformal Inference (FCI) with Statistical Guarantee

Graph auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets

Nonparametric Testing Under Randomized Sketching

Exploration-Exploitation Motivated Variational Auto-Encoder for Recommender Systems

Domain Adaptive Bootstrap Aggregating

Nonparametric distributed learning under general designs

Meimei Liu Information

University

Position

Assistant Professor

Citations(all)

61

Citations(since 2020)

53

Cited By

29

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Meimei Liu Skills & Research Interests

statistical theory and method

variational inference

nonparametric inference

stochastic algorithm

Top articles of Meimei Liu

Scalable Statistical Inference in Non-parametric Least Squares

arXiv preprint arXiv:2310.00881

2023/10/2

Meimei Liu
Meimei Liu

H-Index: 4

Yun Yang
Yun Yang

H-Index: 13

Motion-Invariant Variational Auto-Encoding of Brain Structural Connectomes

arXiv preprint arXiv:2212.04535

2022/12/8

Meimei Liu
Meimei Liu

H-Index: 4

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

Robust Flow-based Conformal Inference (FCI) with Statistical Guarantee

arXiv preprint arXiv:2205.10732

2022/5/22

Meimei Liu
Meimei Liu

H-Index: 4

Xin Xing
Xin Xing

H-Index: 3

Graph auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets

Neuroimage

2021/12/15

Meimei Liu
Meimei Liu

H-Index: 4

Zhengwu Zhang
Zhengwu Zhang

H-Index: 9

Nonparametric Testing Under Randomized Sketching

IEEE transactions on pattern analysis and machine intelligence

2021/3/3

Meimei Liu
Meimei Liu

H-Index: 4

Yun Yang
Yun Yang

H-Index: 13

Guang Cheng
Guang Cheng

H-Index: 10

Exploration-Exploitation Motivated Variational Auto-Encoder for Recommender Systems

arXiv preprint arXiv:2006.03573

2020/6/5

Meimei Liu
Meimei Liu

H-Index: 4

Domain Adaptive Bootstrap Aggregating

arXiv preprint arXiv:2001.03988

2020/1/12

Meimei Liu
Meimei Liu

H-Index: 4

Nonparametric distributed learning under general designs

2020/1/1

Meimei Liu
Meimei Liu

H-Index: 4

Guang Cheng
Guang Cheng

H-Index: 10

Minimax nonparametric parallelism test

Journal of Machine Learning Research

2020

Xin Xing
Xin Xing

H-Index: 3

Meimei Liu
Meimei Liu

H-Index: 4

Ping Ma
Ping Ma

H-Index: 17

See List of Professors in Meimei Liu University(Virginia Polytechnic Institute and State University)