2025 "batch size effects" Papers

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How Two-Layer Neural Networks Learn, One (Giant) Step at a Time

Yatin Dandi, Florent Krzakala, Bruno Loureiro et al.

ICLR 2025posterarXiv:2305.18270
47
citations

Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks

Xuan Tang, Han Zhang, Yuan Cao et al.

NeurIPS 2025posterarXiv:2510.11354