الباحثون

John Bronskill

المنشورات 1

نسخة أولية وصول مفتوح

Efficient Provably Private Classification with a Tabular Foundation Model

Tabular data underpin prediction and decision-making in medicine, finance, government and science, but often contain sensitive individual-level information, creating a need for accurate prediction while preserving privacy. Traditional private learning provides formal privacy guarantees, but requires slow dataset-specif …

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