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Berry-Esseen theorem

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RESEARCH · CL_21978 · May 8 · 00:47

New DP-SGD subsampling methods offer improved privacy-utility trade-offs

Two new research papers explore optimized subsampling techniques for Differentially Private Stochastic Gradient Descent (DP-SGD). The first paper, focusing on random shuffling, provides tight upper and lower bounds with…

New DP-SGD subsampling methods offer improved privacy-utility trade-offs