Differentially private block coordinate descent

Deep learning models have revolutionized AI tasks by producing accurate predictions. These models′ success largely depends on precise training using large-scale datasets, mostly crowdsourced from the target population. The training datasets may contain sensitive personal information, and the model p...

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Bibliographic Details
Main Authors: Shazia Riaz, Saqib Ali, Guojun Wang, Asad Anees
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157822004153