AI RESEARCH

From Privacy to Generalization: Linear Max-Information Bounds for DP-SGD

arXiv CS.LG

ArXi:2605.26222v1 Announce Type: new Understanding the relationship between generalization and privacy remains a central challenge in modern machine learning theory, particularly for deep networks trained by variants of differentially private stochastic gradient descent (