Wonyoung Kim

About Wonyoung Kim

Wonyoung Kim, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Reinforcement Learning, Multi armed bandit, Statistical Learning Theory, Data Utility.

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

A Doubly Robust Approach to Sparse Reinforcement Learning

Double doubly robust thompson sampling for generalized linear contextual bandits

Pareto Front Identification with Regret Minimization

Squeeze all: Novel estimator and self-normalized bound for linear contextual bandits

Improved Algorithms for Multi-period Multi-class Packing Problems with~ Bandit~ Feedback

Doubly Robust Thompson Sampling with Linear Payoffs

Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric

Principled learning method for Wasserstein distributionally robust optimization with local perturbations

Wonyoung Kim Information

University

Position

Ph.D. candidiate

Citations(all)

50

Citations(since 2020)

50

Cited By

4

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Wonyoung Kim Skills & Research Interests

Reinforcement Learning

Multi armed bandit

Statistical Learning Theory

Data Utility

Top articles of Wonyoung Kim

A Doubly Robust Approach to Sparse Reinforcement Learning

arXiv preprint arXiv:2310.15286

2023/10/23

Wonyoung Kim
Wonyoung Kim

H-Index: 1

Assaf Zeevi
Assaf Zeevi

H-Index: 31

Double doubly robust thompson sampling for generalized linear contextual bandits

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Pareto Front Identification with Regret Minimization

arXiv preprint arXiv:2306.00096

2023/5/31

Wonyoung Kim
Wonyoung Kim

H-Index: 1

Assaf Zeevi
Assaf Zeevi

H-Index: 31

Squeeze all: Novel estimator and self-normalized bound for linear contextual bandits

2023/4/11

Improved Algorithms for Multi-period Multi-class Packing Problems with~ Bandit~ Feedback

arXiv preprint arXiv:2301.13791

2023/1/31

Wonyoung Kim
Wonyoung Kim

H-Index: 1

Assaf Zeevi
Assaf Zeevi

H-Index: 31

Doubly Robust Thompson Sampling with Linear Payoffs

Advances in Neural Information Processing Systems

2021/12/6

Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric

Machine Learning

2020/3

Principled learning method for Wasserstein distributionally robust optimization with local perturbations

2020/11/21

See List of Professors in Wonyoung Kim University(Seoul National University)

Co-Authors

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