Sorbonne Université, CNRS, Laboratoire de Probabilités, Statistique et Modélisation, LPSM, F-75005 Paris, France; EPFL, Switzerland
Pierre Marion, Pierre Marion, Raphaël Berthier
neural networks;non-convex optimization;gradient flow;convergence proof;two-timescale algorithm
Leveraging the two-timescale regime to demonstrate convergence of neural networks