Convergence of diffusions and their discretizations: from continuous to discrete processes and back

Valentin De Bortoli, Alain Durmus

In this paper, we establish new quantitative convergence bounds for a class of functional autoregressive models in weighted total variation metrics. To derive our results, we show…