"large batch training" Papers

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AdaGrad under Anisotropic Smoothness

Yuxing Liu, Rui Pan, Tong Zhang

ICLR 2025arXiv:2406.15244
14
citations

Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training

Minhak Song, Beomhan Baek, Kwangjun Ahn et al.

NEURIPS 2025arXiv:2507.09846
2
citations

Understanding outer learning rates in Local SGD

Ahmed Khaled, Satyen Kale, Arthur Douillard et al.

NEURIPS 2025