@article{adadpigudifferentiallyprivatesgdwithadap, title = {AdaDPIGU: Differentially Private SGD with Adaptive Clipping and Importance-Based Gradient Updates for Deep Neural Networks}, author = {Huiqi Zhang and Fang Xie}, year = {2025}, eprint = {2507.06525}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.06525}, }