Distribution of hitting times for dissipative random dynamical systems on ${\mathbb{R}}^d$, with application to stochastic gradient descent

Stéphane Galatolo, Stéphane Chrétien

Machine Learning and more specifically Deep Learning involves solving large scale nonconvex optimization problems. Several algorithms have been proposed in the literature, that see…