... uniform in the neighborhoods of training points with the same image in X.Furthermore,we would need to control the class of such mappings, f, or, in other words, wewould need to regularize the ... predictive machine learning methods work by ignoring thesedifferences. They presume either that the test domain and training domain match,or that it makes no difference if they do not match. In this ... the parameters P (θ). Also assume that the model Ptr(x|y)hasbeen learned from the training data. Then the prediction taking into account the I Introduction to Dataset ShiftDataset Shift in...