Yunbei Xu

About Yunbei Xu

Yunbei Xu, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at Columbia University in the City of New York,

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

Towards optimal problem dependent generalization error bounds in statistical learning theory

Bayesian design principles for frequentist sequential learning

Algorithm Design and Localization Analysis in Sequential and Statistical Learning

Acceleration of primal–dual methods by preconditioning and simple subproblem procedures

Upper counterfactual confidence bounds: a new optimism principle for contextual bandits

Towards problem-dependent optimal learning rates

Yunbei Xu Information

University

Position

___

Citations(all)

81

Citations(since 2020)

81

Cited By

11

hIndex(all)

3

hIndex(since 2020)

3

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Top articles of Yunbei Xu

Towards optimal problem dependent generalization error bounds in statistical learning theory

Mathematics of Operations Research

2024/1/19

Yunbei Xu
Yunbei Xu

H-Index: 2

Assaf Zeevi
Assaf Zeevi

H-Index: 31

Bayesian design principles for frequentist sequential learning

2023/7/3

Yunbei Xu
Yunbei Xu

H-Index: 2

Assaf Zeevi
Assaf Zeevi

H-Index: 31

Algorithm Design and Localization Analysis in Sequential and Statistical Learning

2023

Yunbei Xu
Yunbei Xu

H-Index: 2

Acceleration of primal–dual methods by preconditioning and simple subproblem procedures

Journal of Scientific Computing

2021/2

Yunbei Xu
Yunbei Xu

H-Index: 2

Wotao Yin
Wotao Yin

H-Index: 58

Upper counterfactual confidence bounds: a new optimism principle for contextual bandits

arXiv preprint arXiv:2007.07876

2020/7/15

Yunbei Xu
Yunbei Xu

H-Index: 2

Assaf Zeevi
Assaf Zeevi

H-Index: 31

Towards problem-dependent optimal learning rates

Advances in Neural Information Processing Systems

2020

Yunbei Xu
Yunbei Xu

H-Index: 2

Assaf Zeevi
Assaf Zeevi

H-Index: 31

See List of Professors in Yunbei Xu University(Columbia University in the City of New York)

Co-Authors

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