most citedNatural noise and external wake field seeding in a proton-driven plasma accelerator

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cs.LG2025

Convergence, Sticking and Escape: Stochastic Dynamics Near Critical Points in SGD

Dmitry Dudukalov, Artem Logachov, Vladimir Lotov +3

We study the convergence properties and escape dynamics of Stochastic Gradient Descent (SGD) in one-dimensional landscapes, separately considering infinite- and finite-variance noi…