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apr 9, 1995 - 数据集增强 (注入噪声) Training with noise is equivalent to Tikhonov regularization. Bishop, C. M. 1995

Description:

对于某些模型而言，向输入添加方差极小的噪声等价于对权重施加范数惩罚 (Bishop, 1995a,b)。在一般情况下，注入噪声远比简单地收缩参数强大，特别是噪声被添加到隐藏单元时会更加强
大。向隐藏单元添加噪声是值得单独讨论重要的话题

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Regularization

13 Nov 2019

Date:

apr 9, 1995

Now

~ 29 years ago

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