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stat.ML2025
Continuum Dropout for Neural Differential Equations
Jonghun Lee, YongKyung Oh, Sungil Kim +1
Neural Differential Equations (NDEs) excel at modeling continuous-time dynamics, effectively handling challenges such as irregular observations, missing values, and noise. Despite…
stat.ML2021★ 5 cited
Time delay estimation of traffic congestion propagation due to accidents based on statistical causality
YongKyung Oh, JiIn Kwak, Sungil Kim
The accurate estimation of time delays is crucial in traffic congestion analysis, as this information can be used to address fundamental questions regarding the origin and propagat…