Review for NeurIPS paper: STEER : Simple Temporal Regularization For Neural ODE
–Neural Information Processing Systems
Additional Feedback: While I have raised severe objections, I still believe that the method itself may have strong merits. Please consider the following questions and suggestions: a) If the authors deem the theorem really necessary, it needs to be made clearer why the regular Picard-Lindelöf theorem does not apply. Maybe I misunderstood something on a very fundamental level. If not, simply consider removing the section. However, I don't think the method necessarily requires a stiffness discussion. Is there a dependence between suitable parameter ranges b and different solvers/model architectures?
Neural Information Processing Systems
Jan-27-2025, 11:09:18 GMT
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