@article{privatezerothorderoptimizationwithpublic,
  title = {Private Zeroth-Order Optimization with Public Data},
  author = {Xuchen Gong and Tian Li},
  year = {2025},
  eprint = {2511.10859},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.10859},
}