| Doubly-robust lasso bandit GS Kim, MC Paik Advances in Neural Information Processing Systems 32, 2019 | 67 | 2019 |
| Predictors and outcomes of unplanned readmission to a different hospital H Kim, WW Hung, MC Paik, JS Ross, Z Zhao, GS Kim, K Boockvar International Journal for Quality in Health Care 27 (6), 513-519, 2015 | 41 | 2015 |
| Evaluation of a technology-enhanced integrated care model for frail older persons: protocol of the SPEC study, a stepped-wedge cluster randomized trial in nursing homes H Kim, YH Park, Y Jung, H Choi, S Lee, GS Kim, D Yang, MC Paik, TJ Lee BMC geriatrics 17, 1-14, 2017 | 27 | 2017 |
| Evaluation of a technology-enhanced integrated care model for frail older persons: protocol of the SPEC study, a stepped-wedge cluster randomized trial in nursing homes H Kim, YH Park, Y Jung, H Choi, S Lee, GS Kim, D Yang, MC Paik, TJ Lee BMC geriatrics 17, 1-14, 2017 | 27 | 2017 |
| Effectiveness of a technology-enhanced integrated care model for frail older people: a stepped-wedge cluster randomized trial in nursing homes H Kim, Y Jung, GS Kim, H Choi, YH Park The Gerontologist 61 (3), 460-469, 2021 | 26 | 2021 |
| Causal inference with observational data under cluster-specific non-ignorable assignment mechanism GS Kim, MC Paik, H Kim Computational statistics & data analysis 113, 88-99, 2017 | 18 | 2017 |
| Contextual multi-armed bandit algorithm for semiparametric reward model GS Kim, MC Paik International Conference on Machine Learning, 3389-3397, 2019 | 17 | 2019 |
| Doubly robust thompson sampling with linear payoffs W Kim, GS Kim, MC Paik Advances in Neural Information Processing Systems 34, 15830-15840, 2021 | 16 | 2021 |
| Validation of an integrated service model, Health-RESPECT, for older patients in long-term care institution using information and communication technologies: protocol of a … JY Choi, K Kim, H Kim, Y Jung, IH Oh, S Chun, GS Kim, JY Lim, JY Ko BMJ open 10 (10), e038598, 2020 | 7 | 2020 |
| Semi-parametric contextual bandits with graph-laplacian regularization YG Choi, GS Kim, S Paik, MC Paik arXiv preprint arXiv:2205.08295, 2022 | 6 | 2022 |
| Heavy-tailed linear bandit with huber regression M Kang, GS Kim Uncertainty in Artificial Intelligence, 1027-1036, 2023 | 4 | 2023 |
| Cluster-specific nonignorably missing, endogenous, and continuous regressors in multilevel model for binary outcome GS Kim, Y Lee, H Kim, MC Paik Statistical Methods in Medical Research 29 (7), 1818-1830, 2020 | 3 | 2020 |
| Bandit-supported care planning for older people with complex health and care needs GS Kim, YS Hong, TH Lee, MC Paik, H Kim 2023 IEEE 5th International Conference on Artificial Intelligence Circuits …, 2023 | 1 | 2023 |
| Erratum to: Evaluation of a technology-enhanced integrated care model for frail older persons: protocol of the SPEC study, a stepped-wedge cluster randomized trial in nursing homes H Kim, YH Park, Y Jung, H Choi, S Lee, GS Kim, D Yang, MC Paik, TJ Lee BMC geriatrics 17, 2017 | 1 | 2017 |
| Mixed-Effects Contextual Bandits K Lee, MC Paik, M Oh, GS Kim Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13409 …, 2024 | | 2024 |
| Semi-parametric contextual pricing algorithm using cox proportional hazards model YG Choi, GS Kim, C Yunseo, W Cho, MC Paik, M Oh International Conference on Machine Learning, 5771-5786, 2023 | | 2023 |
| GBOSE: Generalized Bandit Orthogonalized Semiparametric Estimation M Chowdhury, E Ismayilzada, K Sayem, GS Kim arXiv preprint arXiv:2301.08781, 2023 | | 2023 |
| Method and device for reinforcement learning using novel centering operation based on probability distribution MC Paik, GS Kim US Patent 11,494,583, 2022 | | 2022 |
| Robust Tests in Online Decision-Making GS Kim, JP Kim, HJ Yang Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 10016 …, 2022 | | 2022 |
| Protocol: Validation of an integrated service model, Health-RESPECT, for older patients in long-term care institution using information and communication technologies: protocol … JY Choi, K Kim, H Kim, Y Jung, IH Oh, S Chun, GS Kim, JY Lim, JY Ko BMJ Open 10 (10), 2020 | | 2020 |
