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Method, Apparatus and Computer Program for generating robust automatic learning systems and testing trained automatic learning systems
Method, Apparatus and Computer Program for generating robust automatic learning systems and testing trained automatic learning systems
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机译:用于生成健壮的自动学习系统并测试经过训练的自动学习系统的方法,设备和计算机程序
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摘要
A method for training an automated learning system includes processing training input with a first neural network and processing the output of the first neural network with a second neural network. The input layer of the second neural network corresponding to the output layer of the first neural network. The output layer of the second neural network corresponding to the input layer of the first neural network. An objective function is determined using the output of the second neural network and a predetermined modification magnitude. The objective function is approximated using random Cauchy projections which are propagated through the second neural network.
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