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[2505.15721] Privacy-Preserving Conformal Prediction Under Local Differential Privacy

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By Jacob Goldberger, Or Sheffet, Bar Mahpud
| arxiv.org
[Submitted on 21 May 2025 ( v1 ), last revised 5 Dec 2025 (this version, v2)] Title:Privacy-Preserving Conformal Prediction Under Local Differential Privacy View a PDF of the paper titled Privacy-Preserving Conformal Prediction Under Local Differential Privacy, by Coby Penso and Bar Mahpud and Jacob Goldberger and Or Sheffet View PDF HTML (experimental) Abstract:Conformal prediction (CP) provides sets of candidate classes with a guaranteed probability of containing the true class.
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