Stopping Rules for Stochastic Gradient Descent via Anytime-Valid Confidence Sequences

arXiv:2512.13123v5 Announce Type: replace-cross Abstract: The problem of stopping stochastic gradient descent (SGD) in an online manner, based solely on the observed trajectory, is a challenging theoretical problem with significant consequences for applications. While SGD is r...

🔗 Read more: https://arxiv.org/abs/2512.13123

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