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02/28/2023
High Probability Convergence of Stochastic Gradient Methods
In this work, we describe a generic approach to show convergence with hi...
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09/29/2022
META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Functions
We study the application of variance reduction (VR) techniques to genera...
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04/20/2022
