On the balance between the training time and interpretability of neural ODE for time series modelling

Yakov Golovanev, Alexander Hvatov

Most machine learning methods are used as a black box for modelling. We may try to extract some knowledge from physics-based training methods, such as neural ODE (ordinary differen…