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math.NA2026

1-Lipschitz Neural Networks on Hadamard Manifolds

Davide Murari, Marta Ghirardelli, Ben Adcock +4

Controlling the Lipschitz constant of a neural network is a standard way to promote robustness and stability. Most existing constraining strategies are designed for Euclidean space…