5.27 ( ) www Consider the framework for training with transformed data in the special case in...

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5.27 ( ) www Consider the framework for training with transformed data in the special case in which the transformation consists simply of the addition of random noise x → x + ξ where ξ has a Gaussian distribution with zero mean and unit covariance. By following an argument analogous to that of Section 5.5.5, show that the resulting regularizer reduces to the Tikhonov form (5.135).

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