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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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0111 · Jun 202119922001200920172026
1 result for “PNSGD”
Privacy Amplification via Iteration for Shuffled and Online PNSGDcs.CR

Paper proves privacy guarantees for shuffled and online PNSGD, reducing noise over time.

problem Privacy amplification in shuffled and online PNSGD settings.
method Iterative analysis of PNSGD with hidden updates, proving privacy guarantees for shuffled and online settings.
result Privacy guarantees for shuffled and online PNSGD with reduced noise over time.
privacy amplificationPNSGDshuffled dataonline PNSGDprivacy guarantees
2021-06-20abs ↗pdf ↗