Machine Learning, Deep Learning, Artificial Intelligence, Regularization, Deep Learning Book.
performance. In many cases, it is relatively easy to artificially generate data. For a classification task, we desire for the model to be invariant to certain types of transformations, and we can generate the corresponding (x,y)pairs by translating the input x. But for certain problems, like