most citedHarnessing dislocation motion using an electric field

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math.PR2024★ 4 cited

Large deviations of one-hidden-layer neural networks

Christian Hirsch, Daniel Willhalm

We study large deviations in the context of stochastic gradient descent for one-hidden-layer neural networks with quadratic loss. We derive a quenched large deviation principle, wh…