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A Stochastic Optimization Method to Lift the Utility in Privacy-Preserving ERM

UC Case No. 2019-884SUMMARY: UCLA researchers in the Department of Mathematics have developed a method to maintain data privacy.BACKGROUND:Companies use machine learning (ML) algorithms to analyze their user base for information to improve targeted advertisements and customer tracking. However, with many parameters in the accumulated data sets, the...

Published: 7/19/2023 | Inventor(s): Stanley Osher, Bao Wang, Quanquan Gu, March Boedihardjo, Farzin Barekat

Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), Software & Algorithms

Category(s): Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Data Analytics