Kim, Gi-Soo

9 publications

COLT 2025 Experimental Design for Semiparametric Bandits Seok-Jin Kim, Gi-Soo Kim, Min-hwan Oh

AAAI 2024 Mixed-Effects Contextual Bandits Kyungbok Lee, Myunghee Cho Paik, Min-hwan Oh, Gi-Soo Kim

ICML 2024 Pursuing Overall Welfare in Federated Learning Through Sequential Decision Making Seok-Ju Hahn, Gi-Soo Kim, Junghye Lee

UAI 2023 Heavy-Tailed Linear Bandit with Huber Regression Minhyun Kang, Gi-Soo Kim

ICML 2023 Semi-Parametric Contextual Pricing Algorithm Using Cox Proportional Hazards Model Young-Geun Choi, Gi-Soo Kim, Yunseo Choi, Wooseong Cho, Myunghee Cho Paik, Min-Hwan Oh

AAAI 2022 Robust Tests in Online Decision-Making Gi-Soo Kim, Jane P. Kim, Hyun-Joon Yang

NeurIPS 2021 Doubly Robust Thompson Sampling with Linear Payoffs Wonyoung Kim, Gi-Soo Kim, Myunghee Cho Paik

ICML 2019 Contextual Multi-Armed Bandit Algorithm for Semiparametric Reward Model Gi-Soo Kim, Myunghee Cho Paik

NeurIPS 2019 Doubly-Robust Lasso Bandit Gi-Soo Kim, Myunghee Cho Paik