04:00
2026-05-27
arxiv.org
machine-learning
From Privacy to Generalization: Linear Max-Information Bounds for DP-SGD
Researchers have proven a finite-sample bound on the approximate max-information of differentially private stochastic gradient descent (DP-SGD) that scales at most linearly with dataset size, matching…