Drift Estimation for Stochastic Differential Equations with Denoising Diffusion Models

Marcos Tapia Costa, Nikolas Kantas, George Deligiannidis

We study the estimation of time-homogeneous drift functions in multivariate stochastic differential equations with known diffusion coefficient, from multiple trajectories observed…