Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network

6 Jul 2020Wenjia WangTianyang HuCong LinGuang Cheng

Overparametrized neural networks trained by gradient descent (GD) can provably overfit any training data. However, the generalization guarantee may not hold for noisy data... (read more)

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