Zhongjie Shi

Towards Understanding Generalization in DP-GD: A Case Study in Training Two-Layer CNNs

Modern deep learning techniques focus on extracting intricate information from data to achieve accurate predictions. However, the training datasets may be crowdsourced and include sensitive information, such as personal contact details, financial data, and medical records. As a result, there is a gr