Convergence Rate for the Last Iterate of Stochastic Gradient Descent Schemes

arXiv:2507.07281v4 Announce Type: replace-cross Abstract: We study the convergence rate for the last iterate of stochastic gradient descent (SGD) and stochastic heavy ball (SHB) in the parametric setting when the objective function $F$ is globally convex or non-convex whose gr...

🔗 Read more: https://arxiv.org/abs/2507.07281

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