Poster "adamw optimization" Papers

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Straight to Zero: Why Linearly Decaying the Learning Rate to Zero Works Best for LLMs

Shane Bergsma, Nolan Dey, Gurpreet Gosal et al.

ICLR 2025arXiv:2502.15938
24
citations

Implicit Bias of AdamW: $\ell_\infty$-Norm Constrained Optimization

Shuo Xie, Zhiyuan Li

ICML 2024

Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

Atli Kosson, Bettina Messmer, Martin Jaggi

ICML 2024arXiv:2305.17212
33
citations