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09/21/2023
S-GBDT: Frugal Differentially Private Gradient Boosting Decision Trees
Privacy-preserving learning of gradient boosting decision trees (GBDT) h...
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07/06/2023
DPM: Clustering Sensitive Data through Separation
Privacy-preserving clustering groups data points in an unsupervised mann...
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11/03/2022
Single SMPC Invocation DPHelmet: Differentially Private Distributed Learning on a Large Scale
Distributing machine learning predictors enables the collection of large...
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07/27/2021
Learning Numeric Optimal Differentially Private Truncated Additive Mechanisms
Differentially private (DP) mechanisms face the challenge of providing a...
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05/02/2019