Stochastic Differential Equations models for Least-Squares Stochastic Gradient Descent

Adrien Schertzer, Loucas Pillaud-Vivien

We study the dynamics of a continuous-time model of the Stochastic Gradient Descent (SGD) for the least-square problem. Indeed, pursuing the work of Li et al. (2019), we analyze St…