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Vitaly Feldman, Moshe Shenfeld

Public reference bibliography and cataloged PDF materials authored or published by Vitaly Feldman, Moshe Shenfeld.

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Gaussian Approximation for Composition and Subsampling of Differentially Private Algorithms

Year: 2026 • Source: arxiv.org • Listed PDF

The privacy analysis of differentially private stochastic gradient descent (DP-SGD) relies on bounds for the composition of subsampled mechanisms. The privacy of such a composition is bounded by that of a pair of product...