Yuhong Yang

Yuhong Yang

University of Minnesota-Twin Cities

H-index: 32

North America-United States

About Yuhong Yang

Yuhong Yang, With an exceptional h-index of 32 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Minnesota-Twin Cities, specializes in the field of statistics, machine learning.

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

Targeted cross-validation

Minimax rates of convergence for nonparametric location-scale models

Adaptive Continual Learning: Rapid Adaptation and Knowledge Refinement

Multifold Cross-Validation Model Averaging for Generalized Additive Partial Linear Models

Optimal integrating learning for split questionnaire design type data

Regression with set-valued categorical predictors

Explainable multi-task learning for multi-modality biological data analysis

Is a classification procedure good enough?—A goodness-of-fit assessment tool for classification learning

Yuhong Yang Information

University

Position

Professor of Statistics

Citations(all)

6705

Citations(since 2020)

2815

Cited By

5029

hIndex(all)

32

hIndex(since 2020)

25

i10Index(all)

57

i10Index(since 2020)

45

Email

University Profile Page

University of Minnesota-Twin Cities

Google Scholar

View Google Scholar Profile

Yuhong Yang Skills & Research Interests

statistics

machine learning

Top articles of Yuhong Yang

Title

Journal

Author(s)

Publication Date

Targeted cross-validation

Bernoulli

Jiawei Zhang

Jie Ding

Yuhong Yang

2023/2

Minimax rates of convergence for nonparametric location-scale models

arXiv preprint arXiv:2307.01399

Bingxin Zhao

Yuhong Yang

2023/7/3

Adaptive Continual Learning: Rapid Adaptation and Knowledge Refinement

Jin Du

Yuhong Yang

Jie Ding

2023/10/13

Multifold Cross-Validation Model Averaging for Generalized Additive Partial Linear Models

Journal of Computational and Graphical Statistics

Ze Chen

Jun Liao

Wangli Xu

Yuhong Yang

2023/10/2

Optimal integrating learning for split questionnaire design type data

Journal of Computational and Graphical Statistics

Cunjie Lin

Jingfu Peng

Yichen Qin

Yang Li

Yuhong Yang

2023/7/3

Regression with set-valued categorical predictors

Statistica Sinica

Ganghua Wang

Jie Ding

Yuhong Yang

2023/10

Explainable multi-task learning for multi-modality biological data analysis

Nature Communications

Xin Tang

Jiawei Zhang

Yichun He

Xinhe Zhang

Zuwan Lin

...

2023/5/3

Is a classification procedure good enough?—A goodness-of-fit assessment tool for classification learning

Journal of the American Statistical Association

Jiawei Zhang

Jie Ding

Yuhong Yang

2023/4/3

Information criteria for model selection

Jiawei Zhang

Yuhong Yang

Jie Ding

2023/9

Pruning deep neural networks from a sparsity perspective

arXiv preprint arXiv:2302.05601

Enmao Diao

Ganghua Wang

Jiawei Zhan

Yuhong Yang

Jie Ding

...

2023/2/11

Model averaging for semiparametric varying coefficient quantile regression models

Annals of the Institute of Statistical Mathematics

Zishu Zhan

Yang Li

Yuhong Yang

Cunjie Lin

2023/8

Consistency of BIC model averaging

Statistica Sinica

Ze Chen

Jianqiang Zhang

Wangli Xu

Yuhong Yang

2022/1/1

Combining predictions of auto insurance claims

Econometrics

Chenglong Ye

Lin Zhang

Mingxuan Han

Yanjia Yu

Bingxin Zhao

...

2022/4/11

Combining forecasts for universally optimal performance

International Journal of Forecasting

Wei Qian

Craig A Rolling

Gang Cheng

Yuhong Yang

2022/1/1

Profile electoral college cross-validation

Information Sciences

Zishu Zhan

Yuhong Yang

2022/3/1

Parallel assisted learning

IEEE Transactions on Signal Processing

Xinran Wang

Jiawei Zhang

Mingyi Hong

Yuhong Yang

Jie Ding

2022/12/15

Supplementary Material for “Is a Classification Procedure Good Enough?-A Goodness-of-Fit Assessment Tool for Classification Learning”

Jiawei Zhang

Jie Ding

Yuhong Yang

2022/2/3

Variable Importance Based Interaction Modeling with an Application on Initial Spread of COVID-19 in China

arXiv preprint arXiv:2210.07498

Jianqiang Zhang

Ze Chen

Yuhong Yang

Wangli Xu

2022/10/14

Combining Predictions of Auto Insurance Claims. Econometrics 10: 19

Chenglong Ye

Lin Zhang

Mingxuan Han

Yanjia Yu

Bingxin Zhao

...

2022

On improvability of model selection by model averaging

Journal of econometrics

Jingfu Peng

Yuhong Yang

2022/8/1

See List of Professors in Yuhong Yang University(University of Minnesota-Twin Cities)

Co-Authors

H-index: 79
Bin YU

Bin YU

University of California, Berkeley

H-index: 47
Andrew R Barron

Andrew R Barron

Yale University

H-index: 45
Hui Zou

Hui Zou

University of Minnesota-Twin Cities

H-index: 33
Zhuo Chen

Zhuo Chen

University of Georgia

H-index: 17
Archer Yi Yang

Archer Yi Yang

McGill University

H-index: 10
Wei Qian

Wei Qian

University of Delaware

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