Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods

Antoine Gautier, Quynh N. Nguyen, Matthias Hein

Nov-21-2025, 04:53:16 GMT–Neural Information Processing Systems

The optimization problem behind neural networks is highly non-convex.

artificial intelligence, machine learning, neural network, (12 more...)

Neural Information Processing Systems

Nov-21-2025, 04:53:16 GMT

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Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods

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