"gradient approximation" Papers

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LoRA-Pro: Are Low-Rank Adapters Properly Optimized?

Zhengbo Wang, Jian Liang, Ran He et al.

ICLR 2025arXiv:2407.18242
54
citations

MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization

Rizhen Hu, Yutong He, Ran Yan et al.

NEURIPS 2025arXiv:2510.16415

Private Zeroth-Order Optimization with Public Data

Xuchen Gong, Tian Li

NEURIPS 2025arXiv:2511.10859

On the Hardness of Probabilistic Neurosymbolic Learning

Jaron Maene, Vincent Derkinderen, Luc De Raedt

ICML 2024arXiv:2406.04472
7
citations