"learning rate schedules" Papers

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A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules

Kairong Luo, Haodong Wen, Shengding Hu et al.

ICLR 2025posterarXiv:2503.12811
13
citations

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

Minhak Song, Beomhan Baek, Kwangjun Ahn et al.

NeurIPS 2025posterarXiv:2507.09846
2
citations

No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths

Charles Guille-Escuret, Hiroki Naganuma, Kilian Fatras et al.

ICML 2024posterarXiv:2306.11922