Stop memorizing: A data-dependent regularization framework for intrinsic pattern learning

Wei Zhu, Qiang Qiu, Bao Wang +3

Deep neural networks (DNNs) typically have enough capacity to fit random data by brute force even when conventional data-dependent regularizations focusing on the geometry of the f…