Convergence of Cubic Regularization for Nonconvex Optimization under KL Property

Yi Zhou, Zhe Wang, Yingbin Liang

Feb-14-2026, 06:21:23 GMT–Neural Information Processing Systems

Cubic-regularized Newton's method (CR) is a popular algorithm that guarantees

artificial intelligence, convergence rate, machine learning, (15 more...)

Neural Information Processing Systems

Feb-14-2026, 06:21:23 GMT

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Convergence of Cubic Regularization for Nonconvex Optimization under KL Property
Convergence of Cubic Regularization for Nonconvex Optimization under KL Property

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