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20172026
most citedA Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip

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math.OC2023

Leveraging the two timescale regime to demonstrate convergence of neural networks

Pierre Marion, Raphaël Berthier

We study the training dynamics of shallow neural networks, in a two-timescale regime in which the stepsizes for the inner layer are much smaller than those for the outer layer. In…