arXiv stat.ML
· Papers
Theory of the Frequency Principle for General Deep Neural Networks
arXiv:1906.09235v3 Announce Type: replace-cross Abstract: Along with fruitful applications of Deep Neural Networks (DNNs) to realistic problems, recently, some empirical studies of DNNs reported a universal phenomenon of Frequency Principle (F-Principle): a DNN tends to learn a target function from low to high frequenc