Neural Jump ODEs as Generative Models

Robert A. Crowell, Florian Krach, Josef Teichmann

In this work, we explore how Neural Jump ODEs (NJODEs) can be used as generative models for Itô processes. Given (discrete observations of) samples of a fixed underlying Itô proc…