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20062025
most citedOn The Dimension of The Virtually Cyclic Classifying Space of a Crystallographic Group

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math.NA2019

Convergence rates for the stochastic gradient descent method for non-convex objective functions

Benjamin Fehrman, Benjamin Gess, Arnulf Jentzen

We prove the local convergence to minima and estimates on the rate of convergence for the stochastic gradient descent method in the case of not necessarily globally convex nor cont…