"optimizer convergence analysis" Papers

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Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models

Zeman Li, Xinwei Zhang, Peilin Zhong et al.

ICLR 2025arXiv:2410.06441

ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization

Shuoran Jiang, Qingcai Chen, Yang Xiang et al.

AAAI 2024paperarXiv:2312.15184