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20192021
most citedSelective Forgetting of Deep Networks at a Finer Level than Samples

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math.PR2019

Almost Sure Asymptotic Freeness of Neural Network Jacobian with Orthogonal Weights

Tomohiro Hayase

A well-conditioned Jacobian spectrum has a vital role in preventing exploding or vanishing gradients and speeding up learning of deep neural networks. Free probability theory helps…