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9 апр 1995 г. - 数据集增强 (注入噪声) Regularization and complexity control in feed-forward networks Bishop, C. M. 1995

Описание:

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

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9 апр 1995 г.

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