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Stochastic Training of Residual Networks: a Differential Equation Viewpoint

By Qi Sun and others
During the last few years, significant attention has been paid to the stochastic training of artificial neural networks, which is known as an effective regularization approach that helps improve the generalization capability of trained models. In this work, the method of modified equations is applied to show that the residual... Show more
December 1, 2018
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