Gi-Soo Kim

According to our database, Gi-Soo Kim authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Pursuing Overall Welfare in Federated Learning through Sequential Decision Making.

Seok-Ju Hahn, Gi-Soo Kim, Junghye Lee

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Mixed-Effects Contextual Bandits.

Kyungbok Lee, Myunghee Cho Paik, Min-hwan Oh, Gi-Soo Kim

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Semi-parametric contextual bandits with graph-Laplacian regularization.

Young-Geun Choi, Gi-Soo Kim, Seunghoon Paik, Myunghee Cho Paik

Inf. Sci., October, 2023

GBOSE: Generalized Bandit Orthogonalized Semiparametric Estimation.

Mubarrat Chowdhury, Elkhan Ismayilzada, Khalequzzaman Sayem, Gi-Soo Kim

CoRR, 2023

Heavy-tailed linear bandit with Huber regression.

Minhyun Kang, Gi-Soo Kim

Proceedings of the Uncertainty in Artificial Intelligence, 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

Proceedings of the International Conference on Machine Learning, 2023

Bandit-supported care planning for older people with complex health and care needs.

Gi-Soo Kim, Young Suh Hong, Tae Hoon Lee, Myunghee Cho Paik, Hongsoo Kim

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

Robust Tests in Online Decision-Making.

Gi-Soo Kim, Jane P. Kim, Hyun-Joon Yang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Doubly Robust Thompson Sampling with Linear Payoffs.

Wonyoung Kim, Gi-Soo Kim, Myunghee Cho Paik

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Doubly-Robust Lasso Bandit.

Gi-Soo Kim, Myunghee Cho Paik

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model.

Gi-Soo Kim, Myunghee Cho Paik

Proceedings of the 36th International Conference on Machine Learning, 2019

2017

Causal inference with observational data under cluster-specific non-ignorable assignment mechanism.

Gi-Soo Kim, Myunghee Cho Paik, Hongsoo Kim

Comput. Stat. Data Anal., 2017