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Oct, 2020
同时训练,更好地泛化:基于梯度的极小极大学习器的稳定性
Train simultaneously, generalize better: Stability of gradient-based minimax learners
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Farzan Farnia, Asuman Ozdaglar
TL;DR
本文研究发现优化算法在训练最大-最小学习问题的生成式对抗网络中发挥了关键作用,涉及泛化性能和算法稳定性等方面,而梯度下降上升算法则是其中一种表现优越的算法。
Abstract
The success of
minimax learning
problems of
generative adversarial networks
(GANs) has been observed to depend on the minimax
optimization algori
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