Stochastic gradient descent in continuous time for drift identification in multiscale diffusions

Max Hirsch, Andrea Zanoni

We consider the setting of multiscale overdamped Langevin stochastic differential equations, and study the problem of learning the drift function of the homogenized dynamics from c…