activity
20192026
most citedGeneralization bounds for neural ordinary differential equations and deep residual networks

8 citations · 24 across the 11 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

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…