First-order methods almost always avoid saddle points: The case of vanishing step-sizes

Ioannis Panageas, Georgios Piliouras, Xiao Wang

Mar-23-2025, 06:58:30 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

artificial intelligence, machine learning, saddle point, (15 more...)

Neural Information Processing Systems

Mar-23-2025, 06:58:30 GMT

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  - Machine Learning > Statistical Learning (0.32)
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First-order methods almost always avoid saddle points: The case of vanishing step-sizes

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