Non-Parametric Learning of Stochastic Differential Equations with Non-asymptotic Fast Rates of Convergence

Riccardo Bonalli, Alessandro Rudi

We propose a novel non-parametric learning paradigm for the identification of drift and diffusion coefficients of multi-dimensional non-linear stochastic differential equations, wh…