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A Mechanism of Implicit Regularization in Deep Learning
Despite a lot of theoretical efforts, very little is known about mechanisms of implicit regularization by which the low complexity contributes to generalization in deep learning.
Implicit Regularization in Over-parameterized Neural Networks
Over-parameterized neural networks generalize well in practice without any explicit regularization.
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