An Efficient Local Differential Privacy Scheme Using Bayesian Ridge Regression

Author:

Hernandez-Matamoros Andres1,Kikuchi Hiroaki1

Affiliation:

1. Meiji University,Department of Frontier Media Science,Tokyo,Japan

Publisher

IEEE

Reference24 articles.

1. Publishing Differentially Private Datasets via Stable Microaggregation;iftikhar;EDBT,2019

2. Scikit-learn: Machine Learning in Python;pedregosa;Journal of Machine Learning Research,2011

3. Locally Private High-dimensional Crowdsourced Data Release based on Copula Functions

4. A Bayesian perspective of statistical machine learning for big data

5. Bayesian ridge estimators based on copula-based joint prior distributions for regression coefficients

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