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10/11/2022
SGD with large step sizes learns sparse features
We showcase important features of the dynamics of the Stochastic Gradien...
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03/03/2022
Accelerated SGD for Non-Strongly-Convex Least Squares
We consider stochastic approximation for the least squares regression pr...
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02/05/2021
