Fast Convergence of Natural Gradient Descent for Over-Parameterized Neural Networks

Guodong Zhang, James Martens, Roger B. Grosse

Nov-15-2025, 23:12:00 GMT–Neural Information Processing Systems

We further extend our analysis to more general loss functions.

artificial intelligence, gradient descent, machine learning, (15 more...)

Neural Information Processing Systems

Nov-15-2025, 23:12:00 GMT

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  - Statistical Learning > Gradient Descent (0.73)

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Fast Convergence of Natural Gradient Descent for Over-Parameterized Neural Networks

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