2025 "optimizer design" Papers

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Adam Reduces a Unique Form of Sharpness: Theoretical Insights Near the Minimizer Manifold

Xinghan Li, Haodong Wen, Kaifeng Lyu

NeurIPS 2025posterarXiv:2511.02773

Gradient Multi-Normalization for Efficient LLM Training

Meyer Scetbon, Chao Ma, Wenbo Gong et al.

NeurIPS 2025poster
3
citations

LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization

Jui-Nan Yen, Si Si, Zhao Meng et al.

ICLR 2025posterarXiv:2410.20625
15
citations

On the Performance Analysis of Momentum Method: A Frequency Domain Perspective

Xianliang Li, Jun Luo, Zhiwei Zheng et al.

ICLR 2025posterarXiv:2411.19671
4
citations

The AdEMAMix Optimizer: Better, Faster, Older

Matteo Pagliardini, Pierre Ablin, David Grangier

ICLR 2025posterarXiv:2409.03137
23
citations