When to spend privacy: optimal allocation in private learning.

arXiv:2610.39954v1 Announce Type: cross Abstract: Privacy accounting bounds the cumulative privacy cost of Differentially Private Stochastic Gradient Descent but does not determine how to allocate a fixed budget across iterations. We formulate the complete Gau