AI RESEARCH
Less Random, More Private: What is the Optimal Subsampling Scheme for DP-SGD?
arXiv CS.LG
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ArXi:2605.07072v1 Announce Type: new Poisson subsampling is the default sampling scheme in differentially private machine learning, largely because its unstructured randomness yields tractable privacy amplification analyses. Yet this same randomness