Improving Noise Efficiency in Privacy-preserving Dataset Distillation

Runkai Zheng, Vishnu Asutosh Dasu, Yinong Oliver Wang +2

Modern machine learning models heavily rely on large datasets that often include sensitive and private information, raising serious privacy concerns. Differentially private (DP) da…