publications

(*) denotes equal contribution, (^) denotes equal advising.

2024

  1. concept.png
    Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series
    Byoungwoo Park, Hyungi Lee, and Juho Lee
    submitted, 2024
    NeurIPS 2024 workshop on Bayesian Decision-making and Uncertainty
    PDF
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    Stochastic Optimal Control for Diffusion Bridges in Function Spaces
    Byoungwoo Park, Jungwon Choi, Sungbin Lim^, and Juho Lee^
    Advances in Neural Information Processing Systems (NeurIPS), 2024
    PDF Code

2023

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    Nerual Stochastic Differential Games for Time-Series Analysis
    Sungwoo Park*, Byoungwoo Park*, Moontae Lee, and Changhee Lee
    International conference on machine learning (ICML), 2023
    PDF Code Page