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According to wikipedia, the definition regularization is the process of adding information in order to solve an ill-posed problem or to prevent overfitting. One common approach is to add a penalty term for large parameter values to the loss function. There are many other approaches to regularization. Here are a couple of other examples: Increasing the ...


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