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For questions related to stochastic gradient descent (SGD), which is stochastic gradient descent that uses stochastic (or noisy) gradients.

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In all examples I've ever seen, the learning rate of an optimisation method is always less than $1$. However, I've never found an explanation as to why this is. In addition to that, there are some cas …
asked Sep 25 '20 by Recessive