Balls-and-Bins Sampling for DP-SGD

21 December 2024

Papers citing "Balls-and-Bins Sampling for DP-SGD"

3 / 3 papers shown

Title
Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD Nikita P. Kalinin Ryan McKenna Jalaj Upadhyay Christoph H. Lampert 7 0 0 17 May 2025
PREAMBLE: Private and Efficient Aggregation of Block Sparse Vectors and Applications Hilal Asi Vitaly Feldman Hannah Keller G. Rothblum Kunal Talwar FedML 59 1 0 14 Mar 2025
Near Exact Privacy Amplification for Matrix Mechanisms Christopher A. Choquette-Choo Arun Ganesh Saminul Haque Thomas Steinke Abhradeep Thakurta 38 6 0 08 Oct 2024