@article{towardshyperparameterfreeoptimizationwit, title = {Towards hyperparameter-free optimization with differential privacy}, author = {Zhiqi Bu and Ruixuan Liu}, year = {2025}, eprint = {2503.00703}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.00703v1}, }