"momentum methods" Papers

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

Zijian Liu, Zhengyuan Zhou

ICLR 2025arXiv:2412.19529
28
citations

Double Momentum Method for Lower-Level Constrained Bilevel Optimization

Wanli Shi, Yi Chang, Bin Gu

ICML 2024arXiv:2406.17386
1
citations

MoMo: Momentum Models for Adaptive Learning Rates

Fabian Schaipp, Ruben Ohana, Michael Eickenberg et al.

ICML 2024arXiv:2305.07583
20
citations

On the Generalization of Stochastic Gradient Descent with Momentum

Ali Ramezani-Kebrya, Kimon Antonakopoulos, Volkan Cevher et al.

ICML 2024arXiv:1809.04564
36
citations