Search Results for author: Jinhuan Duan

Found 1 papers, 1 papers with code

SSGD: A safe and efficient method of gradient descent

1 code implementation3 Dec 2020 Jinhuan Duan, Xianxian Li, Shiqi Gao, Jinyan Wang, Zili Zhong

In this paper, to prevent gradient leakage while keeping the accuracy of model, we propose the super stochastic gradient descent approach to update parameters by concealing the modulus length of gradient vectors and converting it or them into a unit vector.

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