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We investigate a method to decide the weight decay parameter values of a deep convolutional neural network that yields a good generalization. To obtain such a CNN in practice, numerical trials with different weight decay Read more…

We present a novel regularization method for a multilayer perceptron (MLP) that learns a regression function in the presence of noise regardless of how smooth the function is. Unlike general MLP regularization methods assuming that Read more…