Semialgebraic Optimization for Lipschitz Constants of ReLU Networks

Aug-16-2025, 21:00:45 GMT–Neural Information Processing Systems

We introduce a semidefinite programming hierarchy to estimate the global and local Lipschitz constant of a multiple layer deep neural network.

artificial intelligence, lipschitz constant, machine learning, (16 more...)

Neural Information Processing Systems

Aug-16-2025, 21:00:45 GMT

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