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09/03/2023
Privacy-Utility Tradeoff of OLS with Random Projections
We study the differential privacy (DP) of a core ML problem, linear ordi...
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01/23/2019
PD-ML-Lite: Private Distributed Machine Learning from Lighweight Cryptography
Privacy is a major issue in learning from distributed data. Recently the...
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05/15/2018
