"normalized gradient descent" Papers

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From Logistic Regression to the Perceptron Algorithm: Exploring Gradient Descent with Large Step Sizes

Alexander Tyurin

AAAI 2025paperarXiv:2412.08424
2
citations

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

Zijian Liu, Zhengyuan Zhou

ICLR 2025arXiv:2412.19529
28
citations

Improving Computational Complexity in Statistical Models with Local Curvature Information

Pedram Akbarian, Tongzheng Ren, Jiacheng Zhuo et al.

ICML 2024