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(10) [JMLR14] Dropout: A Simple Way to Prevent Neural Networks from Overfitting
时间 2020-01-31
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计划完成深度学习入门的126篇论文第十篇,多伦多大学的Geoffrey Hinton·和Alex Krizhevsky使用一种新的regularization方法Dropout。 ABSTRACT&INTRODUCTION 摘要 具备大量参数的深度神经网络是很是强大的机器学习系统。然而,在这样的网络中,过拟合是一个严重的问题。大型网络的使用也很缓慢,经过在测试时结合许多不一样的大型神经网络的预测,
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(10) [JMLR14] Dropout: A Simple Way to Prevent Neural Networks from Overfitting
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