Learning Aligned Stability in Neural ODEs Reconciling Accuracy with Robustness
arXiv:2509.21879v2 Announce Type: replace
Abstract: Despite Neural Ordinary Differential Equations (Neural ODEs) exhibiting intrinsic robustness, existing methods often impose Lyapunov stability for formal guarantees. However, these methods still face…