Neural Drift Estimation for Ergodic Diffusions: Non-parametric Analysis and Numerical Exploration

Simone Di Gregorio, Francesco Iafrate

We take into consideration generalization bounds for the problem of the estimation of the drift component for ergodic stochastic differential equations, when the estimator is a ReL…