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r / packages / r-privatelr

Implements two differentially private algorithms for estimating L2-regularized logistic regression coefficients. A randomized algorithm F is epsilon-differentially private (C. Dwork, Differential Privacy, ICALP 2006 <DOI:10.1007/11681878_14>), if |log(P(F(D) in S)) - log(P(F(D') in S))| <= epsilon for any pair D, D' of datasets that differ in exactly one record, any measurable set S, and the randomness is taken over the choices F makes.

Type Size Name Uploaded Downloads Labels
conda 62.8 kB | noarch/r-privatelr-1.2_22-r43h142f84f_0.tar.bz2  10 months and 1 day ago 14 main
conda 62.2 kB | noarch/r-privatelr-1.2_22-r42h142f84f_0.tar.bz2  2 years and 4 months ago 45 main
conda 62.4 kB | noarch/r-privatelr-1.2_22-r36h6115d3f_0.tar.bz2  4 years and 8 months ago 104 main

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