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Package: PrivateLR | ||
Type: Package | ||
Title: Differentially Private Regularized Logistic Regression | ||
Version: 1.2-21 | ||
Date: 2014-10-30 | ||
Author: Staal A. Vinterbo <sav@ucsd.edu> | ||
Maintainer: Staal A. Vinterbo <sav@ucsd.edu> | ||
Description: PrivateLR implements two differentially private algorithms for | ||
Version: 1.2-22 | ||
Date: 2018-03-19 | ||
Author: Staal A. Vinterbo <Staal.Vinterbo@ntnu.no> | ||
Maintainer: Staal A. Vinterbo <Staal.Vinterbo@ntnu.no> | ||
Description: 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), if | ||
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 element, any | ||
set S, and the randomness is taken over the choices F makes. | ||
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. | ||
License: GPL (>= 2) | ||
Packaged: 2014-10-31 05:05:11 UTC; staal | ||
NeedsCompilation: no | ||
Packaged: 2018-03-19 21:41:39 UTC; staal | ||
Repository: CRAN | ||
Date/Publication: 2014-10-31 16:16:00 | ||
Date/Publication: 2018-03-20 13:48:35 UTC |
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453146e489da36f241a05c811d09c10b *DESCRIPTION | ||
4dce9a2e923a228182d6b85fe5b5d22d *NAMESPACE | ||
e96bf4ccb68a24e4d00e2520149ed385 *DESCRIPTION | ||
8eaaef223f9afe672ccb8c2eecb6f58d *NAMESPACE | ||
4949d8430551e2dd216063344ffd6652 *R/dplr.r | ||
fac86d90a7c6e283c90732226525539f *man/dplr.Rd |
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