[Google Research]
A New Lens on Understanding Generalization in Deep Learning
Hanie Sedghi, Google Research and Preetum Nakkiran, Harvard University Understanding generalization is one of the fundamental unsolved problems in deep learning. Why does optimizing a model on a finite set of training data lead to good performance on a held-out test set? This problem has been