Hyunglip Bae - Google Scholar

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	All	Since 2019
Citations	6	6
h-index	2	2
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202320243 3

Co-authors

Woo Chang KimProfessor, Industrial and Systems Engineering, KAISTVerified email at kaist.ac.kr
Chanyeong KimKAISTVerified email at kaist.ac.kr
Yongjae LeeAssociate Professor, UNIST IE & AIGSVerified email at unist.ac.kr
Jinkyu LeePhD, Industrial and Systems Engineering, KAISTVerified email at kaist.ac.kr
Jongwoong ParkKAIST, NCSOFTVerified email at ncsoft.com

Hyunglip Bae

Hyunglip Bae

Doctoral student, Industrial and Systems Engineering, KAIST

Verified email at kaist.ac.kr

Financial Engineering Stochastic Programming ML-integrated Optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	4	2023
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	2	2023
ICLN: Input Convex 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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