[其他] ICML-Neural Rough Differential Equations for Long Time Series [推广有奖]

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发表于 2025-7-27 20:26:29 |AI写论文

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Neural Rough Differential Equations for Long Time Series

         James Morrill 1 2 Cristopher Salvi 1 2 Patrick Kidger 1 2 James Foster 1 2

         Abstract                direct way to modify the trajectory given subsequent ob-
Neural controlled differential equations (CDEs)       servations. In contrast, the vector field of a Neural CDE
are the continuous-time analogue of recurrent neu-       depends upon the time-varying data, so that the trajectory
ral networks, as N ...