Wonyoung Kim

Joined

May 2021

Names

Wonyoung Kim (Preferred)

Emails

****@snu.ac.kr (Confirmed)

,

****@columbia.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Postdoc

Columbia University (columbia.edu)

2022 – 2024

PhD student

Seoul National University (snu.ac.kr)

2016 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Bandits

2019 – 2023

Learning Theory

2019 – 2023

Publications

Linear Bandits with Partially Observable Features
Wonyoung Kim, Sungwoo PARK, Garud Iyengar, assaf zeevi, Min-hwan Oh
- ICML 2025 poster
- Readers: Everyone
Learning the Pareto Front Using Bootstrapped Observation Samples
Wonyoung Kim, Garud Iyengar, assaf zeevi
- AISTATS 2025 Poster
- Readers: Everyone
Linear Bandits with Partially Observable Features
Wonyoung Kim, Sungwoo PARK, Garud Iyengar, assaf zeevi, Min-hwan Oh
- Submitted to ICLR 2025
- Readers: Everyone
Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback
Wonyoung Kim, Garud Iyengar, assaf zeevi
- ICML 2023 Poster
- Readers: Everyone
Squeeze All: Novel Estimator and Self-Normalized Bound for Linear Contextual Bandits
Wonyoung Kim, Min-hwan Oh, Myunghee Cho Paik
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Double Doubly Robust Thompson Sampling for Generalized Linear Contextual Bandits
Wonyoung Kim, Kyungbok Lee, Myunghee Cho Paik
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Doubly Robust Thompson Sampling with Linear Payoffs
Wonyoung Kim, Gi-Soo Kim, Myunghee Cho Paik
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Spotlight
- Readers: Everyone
Doubly Robust Thompson Sampling with Linear Payoffs
Wonyoung Kim, Gi-Soo Kim, Myunghee Cho Paik
- 2021 (modified: 24 Apr 2023)
- NeurIPS 2021
- Readers: Everyone

Co-Authors