Gi-Soo Kim

22 papers A* 8A 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Experimental Design for Semiparametric Bandits.
COLT
Seok-Jin Kim, Gi-Soo Kim, Min-hwan Oh
2025 J jnl
Experimental Design for Semiparametric Bandits.
CoRR
Seok-Jin Kim, Gi-Soo Kim, Min-hwan Oh
2025 J jnl
TAOD-Net: Automated detection and analysis of thyroid-associated orbitopathy in facial imagery.
Comput. Ind. Eng.
YongKyung Oh, Giheon Koh, Jiin Kwak, Kyubo Shin, Gi-Soo Kim, Min Joung Lee, Hokyung Choung, Namju Kim, Jae Hoon Moon, Sungil Kim
2024 A* conf
Mixed-Effects Contextual Bandits.
AAAI
Kyungbok Lee, Myunghee Cho Paik, Min-hwan Oh, Gi-Soo Kim
2024 A* conf
Pursuing Overall Welfare in Federated Learning through Sequential Decision Making.
ICML
Seok-Ju Hahn, Gi-Soo Kim, Junghye Lee
2024 J jnl
Pursuing Overall Welfare in Federated Learning through Sequential Decision Making.
CoRR
Seok-Ju Hahn, Gi-Soo Kim, Junghye Lee
2023 — conf
Bandit-supported care planning for older people with complex health and care needs.
AICAS
Gi-Soo Kim, Young Suh Hong, Tae Hoon Lee, Myunghee Cho Paik, Hongsoo Kim
2023 J jnl
Bandit-supported care planning for older people with complex health and care needs.
CoRR
Gi-Soo Kim, Young Suh Hong, Tae Hoon Lee, Myunghee Cho Paik, Hongsoo Kim
2023 J jnl
GBOSE: Generalized Bandit Orthogonalized Semiparametric Estimation.
CoRR
Mubarrat Chowdhury, Elkhan Ismayilzada, Khalequzzaman Sayem, Gi-Soo Kim
2023 A conf
Heavy-tailed linear bandit with Huber regression.
UAI
Minhyun Kang, Gi-Soo Kim
2023 A* conf
Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model.
ICML
Young-Geun Choi, Gi-Soo Kim, Yunseo Choi, Wooseong Cho, Myunghee Cho Paik, Min-hwan Oh
2023 J jnl
Semi-parametric contextual bandits with graph-Laplacian regularization.
Inf. Sci.
Young-Geun Choi, Gi-Soo Kim, Seunghoon Paik, Myunghee Cho Paik
2022 A* conf
Robust Tests in Online Decision-Making.
AAAI
Gi-Soo Kim, Jane P. Kim, Hyun-Joon Yang
2022 J jnl
Robust Tests in Online Decision-Making.
CoRR
Gi-Soo Kim, Hyun-Joon Yang, Jane P. Kim
2022 J jnl
Semi-Parametric Contextual Bandits with Graph-Laplacian Regularization.
CoRR
Young-Geun Choi, Gi-Soo Kim, Seunghoon Paik, Myunghee Cho Paik
2021 J jnl
Doubly Robust Thompson Sampling for linear payoffs.
CoRR
Wonyoung Kim, Gi-Soo Kim, Myunghee Cho Paik
2021 A* conf
Doubly Robust Thompson Sampling with Linear Payoffs.
NeurIPS
Wonyoung Kim, Gi-Soo Kim, Myunghee Cho Paik
2019 A* conf
Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model.
ICML
Gi-Soo Kim, Myunghee Cho Paik
2019 J jnl
Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model.
CoRR
Gi-Soo Kim, Myunghee Cho Paik
2019 A* conf
Doubly-Robust Lasso Bandit.
NeurIPS
Gi-Soo Kim, Myunghee Cho Paik
2019 J jnl
Doubly-Robust Lasso Bandit.
CoRR
Gi-Soo Kim, Myunghee Cho Paik
2017 J jnl
Causal inference with observational data under cluster-specific non-ignorable assignment mechanism.
Comput. Stat. Data Anal.
Gi-Soo Kim, Myunghee Cho Paik, Hongsoo Kim