DP-SGD-Global-Adapt-V2-S: Triad Improvements of Privacy, Accuracy and Fairness via Step Decay Noise Multiplier and Step Decay Upper Clipping Threshold

Fuente: arXiv

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Bibliographic Details
Main Authors:	Chilukoti, Sai Venkatesh, Hossen, Md Imran, Shan, Liqun, Tida, Vijay Srinivas, Bappy, Mahathir Mohammad, Tian, Wenmeng, Hei, Xiai
Format:	Preprint
Published:	2023
Subjects:	Machine Learning Cryptography and Security 26, 40
Online Access:	Acceder al recurso
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Internet

https://arxiv.org/abs/2312.02400