Gi-Soo Kim

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Multi Armed Bandit

Sequential Decision Making

Top Venues

Publications

Kyungbok Lee, Myunghee Cho Paik, Min-hwan Oh, Gi-Soo Kim
Mixed-Effects Contextual Bandits. AAAI (2024)
Seok-Ju Hahn, Gi-Soo Kim, Junghye Lee
Pursuing Overall Welfare in Federated Learning through Sequential Decision Making. CoRR (2024)
Young-Geun Choi, Gi-Soo Kim, Seunghoon Paik, Myunghee Cho Paik
Semi-parametric contextual bandits with graph-Laplacian regularization. Inf. Sci. 645 (2023)
Mubarrat Chowdhury, Elkhan Ismayilzada, Khalequzzaman Sayem, Gi-Soo Kim
GBOSE: Generalized Bandit Orthogonalized Semiparametric Estimation. CoRR (2023)
Gi-Soo Kim, Young Suh Hong, Tae Hoon Lee, Myunghee Cho Paik, Hongsoo Kim
Bandit-supported care planning for older people with complex health and care needs. CoRR (2023)
Minhyun Kang, Gi-Soo Kim
Heavy-tailed linear bandit with Huber regression. UAI (2023)
Gi-Soo Kim, Young Suh Hong, Tae Hoon Lee, Myunghee Cho Paik, Hongsoo Kim
Bandit-supported care planning for older people with complex health and care needs. AICAS (2023)
Young-Geun Choi, Gi-Soo Kim, Yunseo Choi, Wooseong Cho, Myunghee Cho Paik, Min-hwan Oh
Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model. ICML (2023)
Gi-Soo Kim, Hyun-Joon Yang, Jane P. Kim
Robust Tests in Online Decision-Making. CoRR (2022)
Young-Geun Choi, Gi-Soo Kim, Seunghoon Paik, Myunghee Cho Paik
Semi-Parametric Contextual Bandits with Graph-Laplacian Regularization. CoRR (2022)
Gi-Soo Kim, Jane P. Kim, Hyun-Joon Yang
Robust Tests in Online Decision-Making. AAAI (2022)
Wonyoung Kim, Gi-Soo Kim, Myunghee Cho Paik
Doubly Robust Thompson Sampling for linear payoffs. CoRR (2021)
Wonyoung Kim, Gi-Soo Kim, Myunghee Cho Paik
Doubly Robust Thompson Sampling with Linear Payoffs. NeurIPS (2021)
Gi-Soo Kim, Myunghee Cho Paik
Doubly-Robust Lasso Bandit. NeurIPS (2019)
Gi-Soo Kim, Myunghee Cho Paik
Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model. ICML (2019)
Gi-Soo Kim, Myunghee Cho Paik
Doubly-Robust Lasso Bandit. CoRR (2019)
Gi-Soo Kim, Myunghee Cho Paik
Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model. CoRR (2019)
Gi-Soo Kim, Myunghee Cho Paik, Hongsoo Kim
Causal inference with observational data under cluster-specific non-ignorable assignment mechanism. Comput. Stat. Data Anal. 113 (2017)