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An information theoretic approach to post randomization methods under differential privacy |
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| Authors: | Ayed Fadhel Battiston Marco Camerlenghi Federico |
| Affiliation: | 1.Oxford University, 24-29 St Giles’, Oxford, OX1 3LB, UK ;2.Fylde College, Lancaster University, Bailrigg, Lancaster, LA1 4YF, UK ;3.University of Milano - Bicocca, Piazza dell’Ateneo Nuovo 1, 20126, Milan, Italy ;4.Collegio Carlo Alberto, Turin, Italy ;5.BIDSA at Bocconi University, Milan, Italy ; |
| Abstract: | Statistics and Computing - Post randomization methods are among the most popular disclosure limitation techniques for both categorical and continuous data. In the categorical case, given a... |
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