most citedAlgorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced

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cs.LG2018★ 22 cited

Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced

Simon S. Du, Wei Hu, Jason D. Lee

We study the implicit regularization imposed by gradient descent for learning multi-layer homogeneous functions including feed-forward fully connected and convolutional deep neural…