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I think his point is no one can tell you from theory which regularization methods to apply to a particular problem to get the best results. You need expert know
by cityhall 10y ago
I think his point is no one can tell you from theory which regularization methods to apply to a particular problem to get the best results. You need expert knowledge, experience, and hyperparameter tuning.
- prats226 10y agoTransfer learning helps with overfitting too. It is proven to get more generalized model if you use transfer learning that if you train a model on your own with same data (even with large datasets). You need expertise in deep learning but the good thing is that you don't need a lot of expertise in domain of the problem.