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1Differentially private transferrable deep learning with membership-mappings | Advances in Computational Intelligence
Despite a recent surge of research interest in privacy and transferrable deep learning, optimizing the tradeoff between privacy requirements and performanc
5 months ago by @scch
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1On Mitigating the Utility-Loss in Differentially Private Learning
https://www.ijcai.org/proceedings/2024/0952.pdf
12 months ago by @scch
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1$(\epsilon, \delta)$-Differentially Private Partial Least Squares Regression
R. Nikzad-Langerodi, M. Kumar, D. Duy, and M. Alghasi. (2024)
11 months ago by @scch
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3On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach
M. Kumar, B. Moser, and L. Fischer. Journal of Artificial Intelligence Research, (February 2024)
12 months ago by @scch
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