"normalized gradient descent" Papers

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Nonconvex Stochastic Optimization under Heavy-Tailed Noises: Optimal Convergence without Gradient Clipping

Zijian Liu, Zhengyuan Zhou

ICLR 2025posterarXiv:2412.19529
23
citations

Improving Computational Complexity in Statistical Models with Local Curvature Information

Pedram Akbarian, Tongzheng Ren, Jiacheng Zhuo et al.

ICML 2024poster