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Feb, 2020
GANs可能没有纳什均衡
GANs May Have No Nash Equilibria
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Farzan Farnia, Asuman Ozdaglar
TL;DR
本论文研究了生成对抗网络在最小极大博弈中存在的纳什均衡问题,提出了一种新的基于近端算子的目标函数来获得用于训练生成网络的近端均衡点,称为近端训练, 并进行了数值实验。
Abstract
generative adversarial networks
(
gans
) represent a zero-sum game between two machine players, a generator and a discriminator, designed to learn the distribution of data. While
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