StochasticOptimizationwith Heavy-Tailed Noisevia AcceleratedGradientClipping

Neural Information Processing Systems 

To illustrate this phenomenon we consider a simple example of stochastic optimization problem andapplySGDwithconstant stepsizetosolveit.

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