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GradRepair-ODE: Certified Gradient Repair for Neural ODE Training

This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.13204v1 Announce Type: new Abstract: Neural ordinary differential equations use numerical solvers inside the training loop. The solver determines the forward trajectory and also affects the gradient passed to the optimizer. That coupling creates a reliability problem for scientific machi…

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  1. 2026-09-15 04:00 · arXiv cs.LG
    GradRepair-ODE: Certified Gradient Repair for Neural ODE Training

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