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05/20/2021
Logarithmic landscape and power-law escape rate of SGD
Stochastic gradient descent (SGD) undergoes complicated multiplicative n...
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02/10/2021
On Minibatch Noise: Discrete-Time SGD, Overparametrization, and Bayes
The noise in stochastic gradient descent (SGD), caused by minibatch samp...
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12/07/2020
