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Spring is the season that brings us sunshine and light-hearted vibes (that is, in comparison to the colder winter). Along ...

However, their theoretical analysis necessitates access to unbiased estimates of the true gradients. To address this issue, we perform a comprehensive convergence rate analysis of stochastic gradient ...