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Hyunglip Bae
Hyunglip Bae
Doctoral student, Industrial and Systems Engineering, KAIST
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Deep value function networks for large-scale multistage stochastic programs
H Bae, J Lee, WC Kim, Y Lee
International Conference on Artificial Intelligence and Statistics, 11267-11287, 2023
52023
Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization
C Kim, J Park, H Bae, WC Kim
International Conference on Machine Learning, 16747-16770, 2023
22023
Locally Convex Global Loss Network for Decision-Focused Learning
H Jeon, H Bae, M Park, C Kim, WC Kim
arXiv preprint arXiv:2403.01875, 2024
2024
Universal Approximation of Parametric Optimization via Neural Networks with Piecewise Linear Policy Approximation
H Bae, JH Kim, WC Kim
arXiv preprint arXiv:2308.10534, 2023
2023
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